[ANALYSIS_REPORT] **DISQUALIFIED** [G2.5 Pro] The candidate is a Systems and AI Infrastructure Architect, while the job is for an Interior Designer/Architect. There is a fundamental and complete mismatch in skills, experience, and educational background. The candidate's expertise is in software, automation, and AI, not building design, 3D modeling for construction, or managing renovation projects. **⚠️ Critical Gaps:** - The candidate's entire career in software/AI/systems engineering is a domain mismatch for a role in interior architecture and building design. **✅ Strengths:** - There are no matching strengths for this specific role. The candidate is a strong technologist in an unrelated field. **❌ Missing Required:** Degree in Architecture/Interior Design, Experience in interior design, 3D modeling software skills, Ability to create floor plans

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Pro] The candidate is a strong architect with deep, proven experience in the core underlying technologies required, such as Docker, Kubernetes, Terraform, and building resilient systems. While lacking direct experience with the specific Red Hat OpenShift platform, his demonstrated ability to rapidly self-teach and architect complex, production-grade infrastructure (like self-hosted LLM clusters) strongly suggests he can bridge this gap quickly. His profile aligns perfectly with the architectural and automation-focused responsibilities of the role. **✅ Strengths:** - Deep fundamental knowledge of containers (Docker) and orchestration (Kubernetes) - Proven experience architecting complex, automated, high-availability systems from scratch - Exceptional self-teaching ability and career trajectory towards modern AI/Cloud infrastructure **❌ Missing Required:** Red Hat OpenShift, Ansible, Helm

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate is a strong Systems Architect specializing in IT, AI, and cloud infrastructure. The job is for a Building Architect focused on construction, building codes, and physical design software (CAD, Revit). This represents a critical and fundamental mismatch between the candidate's software/systems domain and the job's civil/construction domain. **⚠️ Critical Gaps:** - The role requires a Building Architect, whereas the candidate is a Systems/Solutions Architect in the IT field. **✅ Strengths:** - Project Management - Systems design (in a different domain) - Fluent English **❌ Missing Required:** Bachelor’s/Master’s degree in Architecture, Proficiency in CAD, Revit, and other design software, Knowledge of building codes and construction processes

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Pro] The candidate is a strong fit, demonstrating deep experience in systems architecture, Python, and the required financial services domain. Their career trajectory and self-taught expertise in complex areas like AI infrastructure indicate a high learning capacity and alignment with the role's spirit. The primary gap is a lack of demonstrated experience in designing *scalable cloud-native* architectures, though the foundational skills are clearly present. **✅ Strengths:** - Arquitetura de sistemas complexos de ponta-a-ponta (JIT/IA) - Experiência direta no setor financeiro e de negociação algorítmica - Proficiência comprovada em Python para sistemas de produção **❌ Missing Required:** Certificação em uma das Cloud Públicas (Google, AWS, Amazon), Experiência comprovada com desenho de arquiteturas especificamente em cloud (experiência principal é em clusters locais/on-prem)

[ANALYSIS_REPORT] **DISQUALIFIED** [G2.5 Pro] The candidate is a Systems/Solutions Architect in the technology and software domain, while the job is for a building Architect in the civil construction industry. There is a fundamental and critical mismatch in profession, required education (Architecture and Urbanism degree), and core skills (AutoCAD, Revit). The candidate's experience in logistics and systems design is not transferable to architectural design of physical structures. **⚠️ Critical Gaps:** - The candidate's profession is a Technology/Software Architect, whereas the job requires a Civil Construction Architect. - Candidate's degree is in Mechatronics Engineering, not the required Architecture and Urbanism. **✅ Strengths:** - Strong systems thinking and problem-solving - Experience with project-based work - Fluent in English **❌ Missing Required:** Graduação em Arquitetura e Urbanismo, Experiência comprovada em desenvolvimento de projetos arquitetônicos logistico ou corporativos, Conhecimento em softwares de desenho técnico, como AutoCAD, SketchUp e Revit

[ANALYSIS_REPORT] **DISQUALIFIED** [G2.5 Pro] Candidate is DISQUALIFIED due to a fundamental domain mismatch. The role requires a building/urbanism architect (Arquiteto e Urbanismo), while the candidate's profile is a Software/Systems Architect. The candidate also lacks the required degree and mandatory software skills (Archicad, Autocad). **⚠️ Critical Gaps:** - The candidate is a Software/Systems Architect, whereas the job is for a Building/Urbanism Architect. The domains are completely different. **✅ Strengths:** - Strong technical and engineering background - Proven ability to architect complex systems (in a different domain) - Fluent in English **❌ Missing Required:** Graduação em Arquitetura e Urbanismo, Domínio em Archicad, Proficiência em Autocad, Sketchup e Photoshop, Experiência em desenvolvimento de fachadas para o mercado imobiliário, Conhecimento da Legislação de São Paulo, Disponibilidade para trabalho presencial na Vila Olímpia - São Paulo/SP

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate is a highly skilled systems architect and a proven fast learner with strong experience in building complex, automated systems from the ground up. However, there is a critical and disqualifying gap: the entire role is centered on the ServiceNow platform, which is completely absent from the candidate's resume and experience. **⚠️ Critical Gaps:** - ServiceNow platform architecture and development **✅ Strengths:** - Demonstrated ability to architect complex systems (JIT inventory, AI clusters) - Proven leadership as Founder/Head of Engineering - Exceptional and proven fast learner across multiple technical domains **❌ Missing Required:** 5+ years of ServiceNow deployment experience, 8-10 years of experience in JavaScript development

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] There is a fundamental domain mismatch. The candidate is a high-level Software/Systems Architect specializing in AI and cloud infrastructure, while the job requires a Civil/Construction Architect for real estate personalizations. The candidate's skills, though advanced, are entirely in the IT domain and have no application to this role. **⚠️ Critical Gaps:** - The job requires a background in civil engineering or architecture for buildings, while the candidate's experience is exclusively in software, IT infrastructure, and AI systems. **✅ Strengths:** - Strong problem-solving and system-design mindset, though in a different domain. - Fluent in English and Portuguese. - Experience managing complex projects (though not in construction). **❌ Missing Required:** Experience in developing and monitoring personalized architectural projects (construction), Technical validation of architectural proposals against building codes, Ability to coordinate with construction teams ('equipe de obras'), Aesthetic sensibility for building/unit design

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate is a strong systems architect with excellent skills in Python, custom automation, and general data pipeline architecture. However, this is a poor fit because the role requires deep, specific expertise in the Informatica PowerCenter and SAP ecosystems (S/4HANA, LTMC), which are entirely absent from the candidate's resume and cannot be reasonably inferred. The candidate's career is moving towards bespoke AI/Infra solutions, not enterprise ERP data migration. **⚠️ Critical Gaps:** - PowerCenter Informatica - SAP Ecosystem (S/4HANA, ECC, LTMC) **✅ Strengths:** - General SQL Proficiency - Custom Data Pipeline Architecture (Python) - Systems Design and Automation **❌ Missing Required:** PowerCenter Informatica, SAP ETL Tools, SAP Ecosystem Knowledge (ECC/S/4HANA), HANA/Oracle/SQL Server

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate is a strong systems architect with proven experience in building complex, automated data systems from scratch using Python and SQL. However, there is a critical gap as they lack any direct experience with the required core technologies: PowerCenter, the SAP migration ecosystem (LTMC, SAP Activate), or SAP databases (HANA), which are central to the role. **⚠️ Critical Gaps:** - Experience in the PowerCenter and SAP data migration ecosystems. **✅ Strengths:** - Strong SQL and database fundamentals - Proven ability to architect and build complex automated systems - Fast learner with a track record of mastering new technical domains **❌ Missing Required:** PowerCenter Informática, SAP Migration Cockpit (LTMC), SAP Activate methodology

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] Complete domain mismatch. The candidate is a technical Systems and AI Infrastructure Architect, specializing in software, automation, and data. The job is for a Physical Space Architect/Scenographer, requiring skills in visual design, 3D modeling for exhibitions, and physical materials. There is no overlap in core competencies. **⚠️ Critical Gaps:** - The candidate's domain is software/systems architecture, while the job is in physical architecture and scenography, a completely different field. **✅ Strengths:** - Basic Excel proficiency - Basic PowerPoint proficiency **❌ Missing Required:** Dominio de Autocad, Dominio de Sketchup, Habilidade em visualização tridimensional para comunicação através de croquis, Conhecimento de materiais para montagem e soluções arquitetônicas

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] Candidate is a Systems/AI Architect with a background in Mechatronics Engineering. The role is for a Junior Architect in building/interior design, requiring skills like Revit and AutoCAD, which are entirely absent from the candidate's profile. There is zero overlap in domain expertise, required software, or career trajectory. **⚠️ Critical Gaps:** - Domain Mismatch (Systems Architecture vs. Building Architecture) - Required Software (Revit, AutoCAD, Sketchup) - Required Education (Mechatronics Engineering vs. Architecture/Interior Design) **❌ Missing Required:** Revit, AutoCad, Sketchup, Cursado Arquitetura ou Design de Interiores, Experiência na área de projetos (criação e executivo)

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate is a strong systems architect with proven experience in data modeling and building automated data-driven systems. However, there is a critical gap in the required core technologies: PowerCenter Informatica and the SAP ETL ecosystem. His skills are in custom-built Python/Infra stacks, not enterprise data integration platforms. **⚠️ Critical Gaps:** - PowerCenter Informatica - SAP ETL Ecosystem (e.g., LTMC) **✅ Strengths:** - Strong Solution Architecture & Data Modeling - Proven ability to build complex automated systems from scratch - Deep Python and adjacent SQL (Postgres/MySQL) knowledge **❌ Missing Required:** PowerCenter Informatica, SAP Migration Cockpit (LTMC), Database experience in HANA, Oracle, or SQL Server, SAP Activate methodology

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5-mini] Strong systems architecture, IaC (Terraform), containerization (Docker), Python and production automation experience indicate fast-learning capability and fit for cloud/infra roles, but the role requires domain-specific Oracle Retail implementation and proven event-driven/messaging and enterprise cloud migration experience which are missing. **⚠️ Critical Gaps:** - Oracle Retail implementation and migration (domain-specific product experience required) **✅ Strengths:** - Hands-on infrastructure + IaC (Terraform) and container experience (Docker) - Proven end-to-end system design and automation (built production JIT e-commerce system) - Python-based engineering for data/AI and automation, plus experience with local AI clusters **❌ Missing Required:** Oracle Retail (cannot be inferred), Migration of Oracle Retail from on‑prem to cloud (cannot be inferred), Kafka or SNS+SQS (required messaging tech not present), Sólida experiência com TDD (not documented), Sólida experiência com SOLID patterns (not explicitly documented)

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] Candidate is a highly skilled technologist and systems architect but operates in a completely different domain (Software/AI/Supply Chain). The role is strictly within Civil Construction project management, requiring an Architecture degree and specific industry experience, creating a critical gap. **⚠️ Critical Gaps:** - The candidate's entire career is in technology, finance, and supply chain, while the job is exclusively in Civil Construction and Engineering. - The required educational background is Architecture and Urbanism, whereas the candidate holds a degree in Mechatronics Engineering. **✅ Strengths:** - Proven Fast Learner with track record of entering new domains - Extensive experience in project management and systems design (though in a different field) - Expertise in automation and process optimization **❌ Missing Required:** 05 anos de experiência na área de Construção Civil, Formação em Arquitetura e Urbanismo, Autocad

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5-mini] Strong infrastructure architect with Docker, Terraform, Linux, on‑prem cluster and automation experience and demonstrable fast‑learning ability (self‑hosted LLMs, production systems). However, the role requires hands‑on Red Hat OpenShift + Kubernetes/operator expertise and related automation tooling (Ansible/Helm/CRI‑O) that are not present on the resume, creating a notable ramping requirement. **⚠️ Critical Gaps:** - Red Hat OpenShift administration & architecture (blocking) - Kubernetes cluster administration and Operators (blocking) - Ansible and Helm (automation tooling for OpenShift/K8s) (blocking) **✅ Strengths:** - Infrastructure automation and Terraform experience - Hands‑on experience building and operating on‑prem clusters (LLMs/GPUs) - Systems architecture bridging business goals to production deployments **❌ Missing Required:** Explicit OpenShift experience, Explicit Kubernetes/operators experience, Ansible (IaC/automation for playbooks), Helm charts experience, CRI‑O or equivalent K8s runtime experience, Demonstrated OpenShift in multicloud (AWS/Azure) operations

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] O candidato possui uma base técnica extremamente sólida em arquitetura de sistemas, automação e IA, com projetos práticos que demonstram profunda competência em engenharia. No entanto, há uma lacuna crítica na experiência de pré-vendas e um conhecimento superficial das plataformas de nuvem e dados corporativas exigidas, tornando-o um ajuste fraco para uma função de arquiteto de pré-vendas focado no cliente. **⚠️ Critical Gaps:** - A função principal é de Pré-Vendas técnicas, uma área na qual o candidato não possui experiência demonstrada; seu foco tem sido em engenharia e operações internas. **✅ Strengths:** - Profunda experiência prática em arquitetura de sistemas e automação ('metal-up'). - Capacidade comprovada de autoaprendizagem e aplicação de tecnologias complexas (IA, quant). - Forte background em Python, Docker e CI/CD, alinhado com a engenharia moderna. **❌ Missing Required:** Experiência sólida em pelo menos dois provedores de nuvem (GCP, Azure, AWS, OCI) - o candidato lista apenas noções básicas de AWS., Conhecimento prático em plataformas de dados como Databricks, Snowflake ou BigQuery., Experiência com ferramentas de engenharia de plataforma como Backstage ou Humanitec.

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate is a Systems/AI Architect, while the position is for a traditional Building/Interior Design Architect. There is a fundamental mismatch in domain, required education (Engineering vs. Architecture), and core responsibilities. The candidate's deep technical skills in software, AI, and infrastructure are not relevant to this role, which focuses on relationships with architecture firms and knowledge of building materials. **⚠️ Critical Gaps:** - The job requires a degree in Architecture, but the candidate holds a degree in Mechatronics Engineering. - The candidate's experience is in IT/Software/AI Systems Architecture, which is a completely different domain from the job's focus on building/interior architecture and design materials. **✅ Strengths:** - Strong relationship-building and strategic thinking skills (in a different domain). - Experience with project management. - Proven ability to learn and master new domains quickly. **❌ Missing Required:** Graduação em Arquitetura, Experiência de trabalho em empresas de arquitetura e design

[ANALYSIS_REPORT] **WEAK_MATCH** [G2.5 Pro] The candidate is a strong systems architect with excellent foundational skills in infrastructure-as-code (Terraform), CI/CD, and automation. However, there is a critical gap, as the role is explicitly for an Azure Cloud Architect and the candidate's resume shows no exposure to the Azure ecosystem, instead focusing on AWS and on-premise solutions. **⚠️ Critical Gaps:** - Azure Platform Experience (the core requirement for an 'Azure Cloud Architect') **✅ Strengths:** - Strong Infrastructure-as-Code experience (Terraform) - Proven expertise in CI/CD and automation pipelines - Deep systems architecture and problem-solving skills **❌ Missing Required:** Proficiency in core Azure services (Policies, vNets, VMs, RBAC), Azure-specific Infrastructure-as-Code tools (Bicep, ARM)

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] This is a critical mismatch. The candidate is a Systems/Software Architect specializing in AI, automation, and IT infrastructure. The job requires a Building Architect for construction projects. The core qualifications, skills (CAD/Revit), and domain knowledge (building codes) are completely absent. **⚠️ Critical Gaps:** - The candidate's profession is Software/Systems Architecture, while the job is for Building/Construction Architecture. The domains are fundamentally different. **✅ Strengths:** - Fluent English - Project Management - Strong communication skills (in a technical context) **❌ Missing Required:** Degree in Architecture, Proficiency in CAD, Revit, and other design software, Knowledge of building codes and construction processes

[ANALYSIS_REPORT] **GOOD_MATCH** [G2.5 Pro] The candidate is a strong architectural thinker with proven experience designing and building complex, automated systems from the ground up. While lacking direct experience in the specific Node.js/TypeScript stack, their deep understanding of systems integration, automation, and infrastructure (Docker, CI/CD, SQL) combined with a demonstrated ability to self-teach advanced technologies makes them a compelling fit for a high-level architecture role. The technology gap is significant but likely bridgeable. **✅ Strengths:** - Proven Systems Architecture at Scale - Rapid Self-Learner in Complex Domains (AI/Trading) - Strong Foundation in Infrastructure (Docker, CI/CD) **❌ Missing Required:** Node.js (TypeScript), Next.js v15, React v19

[ANALYSIS_REPORT] **DISQUALIFIED** [G2.5 Pro] The candidate is fundamentally misaligned with the position. The role requires a licensed Civil Architect for construction projects, while the candidate's experience is in IT Systems Architecture and AI Infrastructure. These are entirely different professions with no overlap in core qualifications, required education, or legal certifications. **⚠️ Critical Gaps:** - The candidate is a software/IT Systems Architect, whereas the job is for a building/Construction Architect—a completely different field. - Lacks the legally required university degree in Architecture and Urbanism. - Lacks the mandatory professional license (Registro no CAU) to practice architecture in Brazil. **✅ Strengths:** - Proven ability to learn complex subjects quickly (in IT/AI) - Strong technical and problem-solving skills in a software context - Intentional career progression toward technology roles **❌ Missing Required:** Formação completa em Arquitetura e Urbanismo, Registro ativo no CAU, Conhecimento em AutoCAD, SketchUp, Revit ou softwares equivalentes, Experiência prévia em obras civis

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Pro] Candidate is a very strong match. He possesses deep, hands-on experience in architecting complex, automated systems from the ground up, including self-hosting LLMs, which strongly aligns with the core responsibilities. His career trajectory shows a clear and intentional progression into AI and systems architecture, and his proven ability to self-teach complex domains mitigates the few specific framework gaps. **✅ Strengths:** - Proven experience in building and deploying complex automated systems from scratch - Hands-on experience with self-hosting and optimizing LLMs, demonstrating deep infrastructure knowledge - Strong, demonstrated background in Python, Docker, and CI/CD pipelines **❌ Missing Required:** Interactive data apps (Streamlit, Gradio)

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Pro] Candidato excepcional para vagas de infraestrutura de IA, arquiteto de software e SRE/DevOps. Demonstra uma rara combinação de arquitetura de sistemas de ponta a ponta (sistemas JIT automatizados) e experiência prática na implantação de infraestrutura de IA complexa (clusters de LLM auto-hospedados). A sua trajetória de carreira demonstra uma progressão deliberada e bem-sucedida em direção a papéis técnicos de alta complexidade. **⚠️ Critical Gaps:** - Nenhuma para as áreas de IA, Infraestrutura, Arquitetura ou Back-end Python. Lacuna crítica em desenvolvimento Front-End para uma posição Full Stack. **✅ Strengths:** - Expertise em Infraestrutura de IA (implantação de LLMs em hardware local) - Arquitetura de Sistemas comprovada (criação de sistemas automatizados de ponta a ponta) - Profundo conhecimento prático em Python aplicado a domínios complexos (Finanças, Logística) **❌ Missing Required:** Nenhuma habilidade requerida ausente para as áreas de melhor fit (IA, DevOps, Arquitetura). Faltam linguagens específicas (Java, Go, C#) para outras posições de back-end.

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Pro] The candidate is a strong match due to a clear career progression into Systems Architecture, which directly aligns with the role's core requirement. The demonstrated ability to self-teach and build complex systems like self-hosted LLM clusters strongly infers the necessary skills for a modern solutions architect. **✅ Strengths:** - Career trajectory shows intentional progression directly into Systems Architecture. - Proven fast learner with deep, self-taught knowledge in complex, relevant domains (AI infrastructure). - Experience spans multiple business areas, providing a broad context for solution design.

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate is a strong conceptual architect with excellent DevOps, systems integration, and business analysis skills that align with the role's high-level goals. However, there is a critical, blocking gap: the candidate has zero demonstrated experience with the entire required .NET technology stack, which is the core of this position. Their background is exclusively in a different ecosystem (Python, Linux, OSS). **⚠️ Critical Gaps:** - Entire .NET ecosystem (.Net Core, ASP.NET, Entity Framework, etc.) **✅ Strengths:** - Exceptional DevOps and CI/CD background - Strong Systems Architecture and design skills - Proven experience translating business logic into technical solutions **❌ Missing Required:** .Net Core, ASP.NET Core, MSTEST, Entity Framework

[ANALYSIS_REPORT] **DISQUALIFIED** [G2.5 Pro] This is a complete domain mismatch. The candidate is a Systems/Infrastructure Architect specializing in IT, automation, and AI, while the job requires a licensed Building/Construction Architect with expertise in Revit, BIM, and the hospitality real estate sector. The candidate possesses none of the required core skills or educational background. **⚠️ Critical Gaps:** - The candidate's experience is in IT Systems Architecture, not building/construction architecture, which is a fundamentally different profession. - Candidate lacks the required Bachelor's or Master's Degree in Architecture. - Candidate has zero experience with required software (Revit, Navisworks, BIM) or industry processes (RIBA stages). **✅ Strengths:** - Fluent in English - Proactive and independent problem-solver - Experience in a remote work environment **❌ Missing Required:** Bachelor's or Master's Degree in Architecture, 5 to 10 years of experience in architectural design, Proficiency in Revit, Proficiency in Navisworks, Experience on low-rise residential and hospitality projects, Architectural portfolio

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate is a highly capable Systems Architect with impressive, demonstrated skills in AI infrastructure and full-system automation. However, there is a critical and disqualifying gap: the complete absence of Salesforce experience, which is the core requirement of the role. The candidate's strengths are in a different technical domain. **⚠️ Critical Gaps:** - The role requires a Salesforce Architect, but the candidate has no demonstrated experience in the Salesforce ecosystem. This is a fundamental domain mismatch. **✅ Strengths:** - Advanced AI & LLM Infrastructure Experience - Proven ability to design and build complex, automated systems from scratch - Strong background connecting business logic (Finance, Supply Chain) to technical implementation **❌ Missing Required:** System Architect certification (indispensable), Experience with Salesforce-specific technologies (Apex, LWC, etc.), Knowledge of Salesforce integration models and best practices, Experience with Salesforce Data Modeling and Management

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] Candidate possesses strong, demonstrated skills in systems architecture, automation, and infrastructure (Docker, AWS, CI/CD), which align with the role's leadership aspects. However, there is a critical and disqualifying gap in the core technology stack, as the role requires deep expertise in PHP and Vue.js, neither of which are present in the candidate's background. **⚠️ Critical Gaps:** - PHP (Required 'sólida experiência', but candidate has none) - Vue.js (Required in stack, but candidate has no frontend experience) **✅ Strengths:** - Systems Architecture & Design - Automation & CI/CD Pipelines - Infrastructure Management (Docker, AWS) **❌ Missing Required:** DDD, SOLID, Clean Architecture, Vivência em transformação de arquiteturas monolíticas, Redis

[ANALYSIS_REPORT] **DISQUALIFIED** [G2.5 Pro] The candidate is a complete mismatch for this role. The position requires a degree and experience in Architecture and civil construction, specifically with hospitals. The candidate's entire background is in Software Engineering, AI, and Finance, with no transferable skills applicable to this specific job. **⚠️ Critical Gaps:** - Candidate's domain is Software/AI, while the job is in Architecture/Civil Construction. **✅ Strengths:** - Proven ability to learn complex subjects quickly - Strong systems architecture background in an unrelated field (IT) - Fluent English **❌ Missing Required:** Curso superior completo em Arquitetura, Experiência com obras verticais, Experiência na construção de hospitais, Conhecimento de Autocad

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] Candidate possesses a strong background in systems architecture and is a proven fast learner. However, there is a critical domain gap, as their entire expertise is in the Python/AI/Infrastructure ecosystem, while the role is strictly for a senior Java Enterprise Architect. **⚠️ Critical Gaps:** - The candidate's experience is entirely in the Python/AI ecosystem, whereas the role is for a Java Enterprise Architect. This represents a fundamental mismatch in core programming language and platform expertise. **✅ Strengths:** - Proven fast learner with a track record of self-teaching complex domains. - General experience in Systems Architecture. - Fluent in English and native in Portuguese. **❌ Missing Required:** Formação superior em informática ou certificação java ee architect, Experiência comprovada como arquiteto de aplicações java ee e/ou spring, Experiência com servidores de aplicação java (tomcat, jboss, websphere), Habilidade em ibm integration bus, ibm websphere mq, apache maven e gradle

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate possesses exceptional, deeply technical skills in AI, LLMs, and systems automation, aligning with the core chatbot responsibilities. However, the complete lack of stated experience with the ServiceNow platform is a critical gap for a role advertised as a 'ServiceNow Architect', making it a poor fit despite the strong underlying technological expertise. **⚠️ Critical Gaps:** - ServiceNow platform experience **✅ Strengths:** - Deep, fundamental experience with LLMs and AI infrastructure. - Proven ability to architect complex, end-to-end automated systems. - Strong Python, API integration, and backend development skills. **❌ Missing Required:** ServiceNow, HTML, JavaScript, Bootstrap

[ANALYSIS_REPORT] **GOOD_MATCH** [G2.5 Pro] Candidate is a strong conceptual fit for an SRE/Systems Architect role, with proven experience in automation (Terraform, CI/CD), containerization (Docker), and building resilient production systems from scratch. However, there is a critical gap as they lack any experience with Datadog, which is a core requirement for being a technical reference in the role. **⚠️ Critical Gaps:** - Datadog **✅ Strengths:** - Deep experience in automation (Python, Terraform, CI/CD) - Proven ability to architect and operate resilient, production-grade systems - Fast learner with a strong career trajectory towards complex systems engineering **❌ Missing Required:** Datadog, Hybrid/Multicloud experience (Azure, On-Premises), Formal SLO/SLI implementation and tracking

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate is a strong Systems Architect with proven self-teaching abilities, particularly in AI and automation. However, there is a critical and disqualifying gap in the core technology stack; the role requires deep expertise in the Oracle ecosystem (OIC, ORDS, OCI) and Java/.NET, none of which are present in the candidate's experience, which is focused on Python and open-source tooling. **⚠️ Critical Gaps:** - The entire required technology stack is based on Oracle (OIC, ORDS, OCI), for which the candidate has no experience. - Required development languages are Java and .NET, whereas the candidate's expertise is in Python. **✅ Strengths:** - Proven Fast Learner with deep expertise in self-hosting complex systems (AI Clusters). - Strong background in Systems Architecture and designing automated, production-grade systems. - Experience with containers (Docker) and CI/CD principles. **❌ Missing Required:** Oracle Integration Cloud (OIC), Oracle REST Data Services (ORDS), Java, .NET, Modelagem e governança de APIs (Apigee, Kong, WSO2, etc.), Cloud: Oracle Cloud Infrastructure, Experiência com mensageria: Kafka, RabbitMQ, SQS, Service Bus

[ANALYSIS_REPORT] **DISQUALIFIED** [G2.5 Pro] Candidate is disqualified due to a fundamental mismatch in domain expertise and qualifications. The role requires an Architect with deep experience in BIM software for the construction industry, while the candidate is a Systems Engineer specializing in AI infrastructure, software, and logistics. There is no overlap in core competencies, required degree, or tooling. **⚠️ Critical Gaps:** - Domain Mismatch: Candidate is in Software/AI, while the job is in Architecture/Construction. - Missing Mandatory Degree: The job requires 'Arquitetura e Urbanismo', but the candidate has 'Engenharia - Mecatrônica'. - Lacks all required BIM software experience (Revit, Navisworks, etc.). **✅ Strengths:** - Proven Fast Learner in complex technical domains - Strong systems architecture and automation skills - Deeply technical in software, data, and infrastructure **❌ Missing Required:** Graduação: Arquitetura e Urbanismo, Especialização: Pós-graduação ou MBA em Gestão de Projetos (PMI/PMP) ou Tecnologia BIM, Domínio de ferramentas BIM: Autodesk Revit, Navisworks, Softwares de colaboração (BIM 360, etc.)

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate is a strong technologist with proven fast-learning capabilities and a clear career progression towards complex systems architecture. However, there is a critical and disqualifying gap: zero experience with the core Microsoft Dynamics 365 platform, which is a non-negotiable requirement for this senior consultant role. **⚠️ Critical Gaps:** - The entire job is focused on Microsoft Dynamics 365, a platform the candidate has no demonstrated experience with. **✅ Strengths:** - Proven fast learner with a strong technical foundation - Fluent in English (C2) - Deep experience in systems design, automation, and API integration **❌ Missing Required:** 7+ years of experience in Microsoft Dynamics 365 projects, Knowledge of Dynamics 365 CE modules, Experience with ALM for Microsoft environments

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate is a skilled Systems Architect in backend, AI, and data domains but has a critical gap with no experience in the required Adobe Experience Manager (AEM) platform or the broader marketing technology stack. The role requires an AEM subject matter expert, making this a fundamental mismatch. **⚠️ Critical Gaps:** - The candidate's entire professional experience is in backend/AI/data infrastructure, while the role is for a lead architect in the Adobe Experience Manager (MarTech/CMS) ecosystem. **✅ Strengths:** - Strong backend and systems architecture background - Proven ability to automate complex processes - Experience leading engineering projects **❌ Missing Required:** Adobe Experience Manager (AEM), Adobe Target, AEM Dispatcher, AEM architecture design

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Pro] Candidate is a strong match due to demonstrated expertise in architecting complex, automated systems from the ground up (JIT inventory, AI clusters). His experience as a founder and systems engineer in a startup context aligns perfectly with the role's requirements. The career trajectory shows a clear and intentional progression towards this exact type of senior technical role, and the 'fast learner' evidence mitigates gaps in specific listed technologies. **✅ Strengths:** - Proven ability to design, build, and deploy complex production systems end-to-end. - Deep expertise in automation and systems integration (Python, APIs). - Career progression shows strong motivation and alignment with a Solutions Architect path. **❌ Missing Required:** Agile methodologies (Scrum, Kanban), Experience with multiple cloud platforms (Azure, GCP), NoSQL database experience

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate is a poor fit due to a critical domain gap; they have no experience in the required Telco OSS/BSS sector. Furthermore, they fail to meet the 20+ years of experience requirement and lack key technologies like Java/J2EE. While a proven fast learner with transferable architecture skills, the specific knowledge required is absent. **⚠️ Critical Gaps:** - Lack of any experience in the Telecommunications (Telco) domain - Experience is in E-commerce/Finance/AI, not OSS/BSS platforms **✅ Strengths:** - Proven fast learner with track record of mastering new domains - Strong systems architecture and automation skills - Deep experience with Python and data-driven systems **❌ Missing Required:** 20+ years of experience (candidate has ~12), 10+ years in Telco architecture leadership, Java/J2EE, OSS/BSS integration experience, Experience with Telco operators (Tier 1/2)

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Pro] The candidate is a highly skilled Systems Architect with deep expertise in software, AI, and data-driven logistics automation. However, this is a fundamental domain mismatch, as the role requires a background in civil/architectural engineering for the design and construction of physical facilities. The candidate's experience is in the digital realm, not the physical one. **⚠️ Critical Gaps:** - Candidate's background is in software/AI systems architecture, whereas the role requires expertise in civil/architectural design for physical logistics facilities. **✅ Strengths:** - Conceptual understanding of logistics and supply chain from a systems/data perspective - Proven fast learner with a strong technical aptitude - Experience with cross-functional processes in a technology context **❌ Missing Required:** Autocad, Atuação com projetos arquitetônicos e/ou civis, Experiência com compatibilização de disciplinas técnicas, Atuação comprovada com fornecedores de projeto executivo e apoio a obras

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Pro] Candidate vastly exceeds the requirements for a Junior Data Architect role, demonstrating advanced, hands-on experience in designing and building complex data systems like self-hosted AI clusters. His proven fast-learning ability, extensive Python skills, and relevant financial market background make him an exceptionally strong fit. The candidate is overqualified, indicating high potential for rapid growth. **✅ Strengths:** - Advanced Systems Architecture (AI Clusters, JIT systems) - Proven Fast Learner & Self-starter - Extensive Python & Automation Expertise

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Pro] The candidate is a strong architectural fit, with proven experience designing complex, automated systems from the ground up. While they lack direct experience in the specific Node.js stack, their demonstrated ability as a fast learner in deep technical domains (like self-hosting LLM clusters) and their strong foundation in Python, SQL, and system design make them an excellent candidate to architect the framework's backbone. The lack of frontend experience is not a critical gap for this architecture-focused role. **✅ Strengths:** - Proven experience in greenfield system architecture - Deep understanding of automation and integration - Strong 'Fast Learner' profile with a track record of mastering new domains **❌ Missing Required:** Node.js (TypeScript), Fastify, Apollo, Redis

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Pro] The candidate is an exceptionally strong match for multiple strategic roles, including AI/ML Engineer, DevOps/SRE, and Software Architect. Their resume demonstrates a rare and valuable combination of hands-on AI infrastructure experience (self-hosted LLMs), complex systems architecture (automated JIT system), and a proven track record in Python. The career trajectory shows a deliberate and successful progression from business domains to deep technical leadership. **✅ Strengths:** - Hands-on AI/LLM Infrastructure Experience - Complex Automated Systems Architecture (demonstrated) - Strong, recent Python expertise in production

[ANALYSIS_REPORT] **WEAK_MATCH** [G2.5 Pro] The candidate is a strong technical architect with proven experience in automation, systems design, and data-driven projects, aligning with several core requirements. However, there is a critical gap in the required deep domain expertise in transportation and logistics, which is the absolute core of this principal-level role. **⚠️ Critical Gaps:** - The role is for a Principal Architect in Transportation Strategy, but the candidate's domain expertise is in AI Infrastructure and Systems Architecture, not transportation or logistics. **✅ Strengths:** - Strong experience in systems architecture and building automated, data-driven systems from scratch. - Proven fast learner with a track record of mastering new, complex technical domains (Finance, AI). - Meets general requirements for project management, cross-functional work, and process automation. **❌ Missing Required:** Transportation domain expertise, Experience managing, analyzing and communicating results to senior leadership

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Pro] Candidate is an exceptionally strong match on the core AI, backend, and infrastructure requirements, with a proven history of building complex systems from scratch. The career trajectory and 'fast learner' profile align perfectly with the needs of an early-stage venture. The only significant gap is the lack of demonstrated frontend experience, which is a risk for a full-stack MVP role but is mitigated by the candidate's proven ability to self-teach complex domains. **⚠️ Critical Gaps:** - Frontend development (React / Next.js) **✅ Strengths:** - Deep AI infrastructure experience (self-hosted LLMs) - Proven ability to build complex systems from scratch (trading bots) - Ideal career trajectory moving towards AI leadership **❌ Missing Required:** React / Next.js

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Pro] Candidate is an exceptionally strong technical architect with deep, hands-on experience building complex, scalable systems that directly map to the core responsibilities. Their career shows a clear progression of translating business needs into production infrastructure. The profile is only weakened by a lack of stated experience with the specific formal enterprise frameworks (TOGAF) and modeling notations (UML/BPMN) requested. **✅ Strengths:** - Architecting and building production-grade systems from scratch (JIT, AI Clusters) - Deep experience translating complex business domains (Finance, Supply Chain) into technical solutions - Strong foundation in modern infrastructure (Docker, CI/CD, AWS) **❌ Missing Required:** TOGAF, UML/BPMN tools

[ANALYSIS_REPORT] **WEAK_MATCH** [G2.5 Pro] Candidate is a strong Systems Architect and Python developer with proven leadership and a talent for self-teaching complex domains like AI infrastructure. However, there is a major gap in the required Azure-specific technologies and Big Data frameworks (Spark/Hadoop), making this a high-potential but currently weak match for a role centered on the Azure ecosystem. **✅ Strengths:** - Deep Python and Automation Skills - Proven Systems Architecture (from scratch) - Strong AI Infrastructure Experience (On-Prem) **❌ Missing Required:** Microsoft Azure Platform Experience, Big Data Technologies (Hadoop, Spark, Hive), Formal Data Modeling (Star Schema, Snowflake)

[ANALYSIS_REPORT] **WEAK_MATCH** [G2.5 Pro] Candidate is a strong systems architect with proven Python and Terraform skills but has a critical gap in the required deep Azure and AWS cloud-native experience. Their career shows a strong learning trajectory, but they lack the specific hands-on expertise in the specified cloud platforms and their IaC tools. **⚠️ Critical Gaps:** - Extensive (3+ years) experience in Azure and AWS environments **✅ Strengths:** - Strong Python proficiency with demonstrated application - Direct experience with Terraform - Proven fast learner with a strong technical trajectory **❌ Missing Required:** Advanced proficiency in ARM templates, Bicep, Azure Resource Manager, Advanced proficiency in AWS CloudFormation and AWS CDK

[ANALYSIS_REPORT] **GOOD_MATCH** [G2.5 Pro] The candidate is a strong fit for the Technical Lead aspects, with proven experience in systems architecture, project ownership, and infrastructure design. His self-hosted AI projects infer deep Linux and datacenter skills, though he lacks the specific enterprise Oracle/Exadata hardware and deep multi-cloud expertise required. **✅ Strengths:** - Proven Systems Architecture (JIT System) - Hands-on AI/GPU Infrastructure Experience - Leadership as Founder/Head of Engineering **❌ Missing Required:** Exadata and other Oracle hardware, Multi-cloud expertise (OCI, Azure), Hyperconvergence, Oracle (Database)

[ANALYSIS_REPORT] **GOOD_MATCH** [G2.5 Pro] Candidate is a strong conceptual fit with proven experience in systems architecture and AI infrastructure from the ground up. The career trajectory shows a clear and successful progression toward this type of role. The primary gap is the lack of specific, deep experience with the GCP ecosystem, which is a core requirement. **✅ Strengths:** - Systems Architecture - AI Infrastructure (from scratch) - Production-grade Automation **❌ Missing Required:** Strong expertise with GCP services (Cloud Run, GKE, Pub/Sub, Cloud Functions, Cloud Storage, BigQuery, Vertex AI), Familiarity with Google Gemini APIs