Anti-ATS Evaluatorv1.3

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: gpt-5-mini] Strong technical leadership, systems-architecture and hands-on engineering background with clear evidence of building production systems and fast learning (self-hosting LLMs). Missing explicit 4+ years in a titled Software Project Manager role and limited explicit evidence of Agile-as-PM, billable-forecasting, and staff-augmentation experience, but these gaps are bridgeable given the candidate's technical breadth and founder/Head-of-Engineering experience. **⚠️ Critical Gaps:** - 4+ years as a Software Project Manager (explicit)—may block if strictly enforced **✅ Strengths:** - Deep technical breadth across infra, ML/LLMs and production engineering - Proven track record delivering end-to-end automated systems and leading engineering efforts - Fast learner and hands-on operator (self-hosted AI clusters, automation, trading systems) **❌ Missing Required:** 4+ years as a Software Project Manager (cannot be fully inferred from founder/consulting roles), Clear, documented Agile-as-PM experience (Scrum/Kanban practiced as PM), Demonstrated experience with billable utilization / financial forecasting for projects

[ANALYSIS_REPORT] **DISQUALIFIED** [G2.5 Flash] The candidate's extensive experience of over 10 years, including roles like 'Head of Engineering and Operations' and 'Solution Architect', fundamentally mismatches the job requirement for a 'Junior Infrastructure Analyst' with '1 or 2 years of experience'. This severe overqualification acts as a hard filter for the specified experience level.

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Flash] The candidate is a strong technical architect and engineer with deep expertise in AI infrastructure and system building, but lacks direct experience as a Senior IT Project Manager for enterprise applications, especially within the SAP ecosystem. Critical gaps include functional SAP knowledge and conversational Spanish, making this a poor fit despite a strong learning ability and transferable domain experience. **⚠️ Critical Gaps:** - Functional SAP knowledge and experience leading SAP projects - Sólida experiência como Gerente de Projetos em TI/Aplicações (specifically enterprise-level SAP project governance) **✅ Strengths:** - Strong technical leadership and architecture skills in modern infrastructure. - Proven ability to build complex systems from concept to production. - Exceptional self-learner with a clear career progression into advanced technical domains. **❌ Missing Required:** Conhecimento funcional em SAP (MM e/ou SD), Sólida experiência como Gerente de Projetos em TI/Aplicações, Espanhol intermediário para conversação

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Flash] The candidate is a strong match, demonstrating extensive Python expertise in complex, automated system development and a clear trajectory towards technical architecture and AI. While lacking direct Streamlit experience, their 'Fast Learner' trait and robust engineering background indicate high adaptability to new frameworks. They also possess valuable cloud and versioning knowledge. **✅ Strengths:** - Strong Python expertise with demonstrated application in complex, automated systems (JIT, trading bots, LLMs). - Proven track record of autonomy, problem-solving, and rapid learning, particularly in new technical domains (AI, cloud). - Solid systems architecture and infrastructure knowledge, including cloud basics and CI/CD, aligning with scalable and integrated solutions. **❌ Missing Required:** Streamlit (specific framework)

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5.1] Experiência forte em infraestrutura, automação e liderança técnica, mas sem evidência direta de atuação em telecomunicações/networking corporativo, que é o foco central da vaga. **⚠️ Critical Gaps:** - Experiência direta com telecomunicações e networking corporativo como domínio principal - Gestão técnica de ambiente de telecom de grande porte (banco de varejo, alta criticidade) **✅ Strengths:** - Sólida experiência em arquitetura de sistemas e infraestrutura (Docker, Terraform, Linux, CI/CD) - Histórico de liderança em engenharia e operações com foco em automação e eficiência - Forte perfil analítico em supply chain e finanças, útil para gestão de KPIs e decisões estratégicas **❌ Missing Required:** Atuação comprovada em projetos de telecomunicações, Responsabilidade direta sobre ambientes de networking corporativo, Experiência em garantir disponibilidade, segurança e desempenho de soluções de comunicação, Coordenação de equipes focadas especificamente em telecom/networking

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Flash] The candidate presents an exceptionally strong profile for an Automation Process Analyst, excelling in Python-based automation, system architecture, and AI infrastructure. Their experience building and deploying automated production systems, integrating APIs, and implementing CI/CD pipelines directly aligns with the role's core objectives. While specific RPA platform experience (UIPATH/Botcity) is not explicitly mentioned, their proven fast-learner capability and deep foundational skills in automation and AI make these highly transferable and easily acquirable. **✅ Strengths:** - Exceptional Python-based automation and system architecture experience at scale. - Proven expertise in AI infrastructure (LLM optimization, prompt engineering) highly relevant to Generative AI for automation. - Strong career trajectory, 'Fast Learner' bonus, and demonstrated 'Espírito de dono' with hands-on production system delivery. **❌ Missing Required:** UIPATH (knowledge), Botcity (knowledge)

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Flash] The candidate presents an outstanding profile with deep expertise in Linux, Docker, Terraform, Python automation, and CI/CD principles, proven through direct application in building and operating production-grade systems. While there are identifiable gaps in specific Azure services, Windows Server, PowerShell, and explicit observability tool experience, their strong foundational skills, architectural mindset, and documented fast-learning ability make them an excellent candidate capable of quickly mastering new platforms. **✅ Strengths:** - Extensive hands-on experience in Linux, Docker, Terraform, Python automation, and CI/CD principles, applied to real-world production systems. - Proven ability to design, implement, and operate resilient, ROI-focused systems, including self-hosted AI infrastructure from scratch. - Demonstrated fast-learning capability, continuous self-education, and a clear career trajectory towards advanced technical and infrastructure roles. **❌ Missing Required:** Windows Server administration, Azure Core Services (VMs, VNets, Storage, App Services), PowerShell, Observability tools (Datadog, Grafana, Elastic)

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: gpt-5.1] Perfil forte em Python, infraestrutura de IA e automação com experiência real em LLMs e arquitetura de sistemas, mas com lacunas em ferramentas específicas de MLOps, cloud avançado e data platforms exigidas pela vaga. **⚠️ Critical Gaps:** - Ferramentas de orquestração e MLOps em produção (Airflow, Kubeflow, MLflow, DVC) - Profundidade em arquiteturas cloud gerenciadas (AWS, GCP ou Azure em escala) - Arquitetura orientada a microsserviços e plataformas de dados (data lake/data mesh) **✅ Strengths:** - Python para automação, análise de dados e modelagem (incluindo PyTorch) - Arquitetura e operação de infraestrutura de IA local com foco em privacidade - Visão sistêmica de negócios (supply chain, finanças, trading) conectada à engenharia e automação **❌ Missing Required:** TensorFlow, HuggingFace, LangChain, Airflow, Kubeflow, MLflow, DVC, experiência explícita com AWS ou GCP ou Azure em ambiente corporativo, arquiteturas orientadas a microsserviços, data lake, data mesh, práticas avançadas de MLOps para modelos em produção, governança de dados alinhada à LGPD

[ANALYSIS_REPORT] **STRONG_MATCH** [G2.5 Flash] The candidate is an exceptionally strong technical match, demonstrating all required skills (Linux, Networking, Git, Python/Shell Scripting, Docker, CI/CD, AWS) with extensive practical application. They possess numerous inferred and adjacent skills highly relevant to DevOps, such as Terraform, APIs, Databases, and Production Operations, along with a significant 'Fast Learner' bonus. The only minor mismatch is being significantly overqualified for a 'Junior' role. **✅ Strengths:** - Extensive practical experience in automation, CI/CD, and infrastructure technologies (Docker, AWS, Linux). - Proven ability to architect, build, and deploy complex, production-grade systems, including AI infrastructure (LLM clusters). - Strong 'Fast Learner' aptitude and a clear career trajectory towards technical/AI infrastructure roles.

[ANALYSIS_REPORT] **GOOD_MATCH** [G2.5 Flash] The candidate demonstrates strong expertise in Python, SQL, and Git/GitHub, coupled with a deep background in AI infrastructure and systems architecture. Their proven ability as a fast learner and clear career progression towards technical and AI roles are significant strengths. However, there are critical gaps in specific Power Platform and RPA tool experience, as well as several explicitly required programming languages (C#, JavaScript, PowerShell) and direct integration with Azure Cognitive Services/OpenAI. **⚠️ Critical Gaps:** - Power Platform (Power Automate, Power Apps, Power Virtual Agents/Copilot Studio) **✅ Strengths:** - Strong Python, SQL, and Git/GitHub expertise with demonstrated application in complex, production-grade systems. - Deep experience in AI infrastructure (self-hosted LLMs, GPU clusters) and comprehensive systems architecture. - Proven fast learner with a relevant career trajectory exhibiting intentional progression towards technical/AI roles. **❌ Missing Required:** RPA (UiPath, Automation Anywhere, Power Automate Desktop), C#, JavaScript, PowerShell, Azure Cognitive Services Integration, OpenAI Integration

[ANALYSIS_REPORT] **GOOD_MATCH** [Copilot: gpt-5-mini] Strong systems + local LLM deployment, Python/ML and API integration experience give high baseline fit and fast-learning potential; several explicit, platform-specific requirements (n8n, Dify/ManyChat/Unnichat, JS, RAGs, agent orchestration) are not shown and lower immediate readiness. **⚠️ Critical Gaps:** - n8n (required platform-specific workflow tool) - JavaScript (explicitly required for customizations) - Platforms: Dify / ManyChat / Unnichat (required platform knowledge) **✅ Strengths:** - Hands-on LLM deployment, optimization and local cluster experience - System architecture and automation (end-to-end production systems) - Strong Python/data skills (PyTorch, Pandas) and API integration expertise **❌ Missing Required:** Experience with orchestration of agents (not explicitly demonstrated), Engineering and best practices of prompt engineering (not documented), Structure of data for RAGs (vector DBs / embeddings pipelines not shown), n8n (complex workflow construction), Knowledge of Dify, ManyChat, Unnichat, JavaScript (basic/intermediate), MCPs (explicit integration experience)

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Flash] The candidate presents exceptional experience in general automation, systems architecture, and advanced AI infrastructure, demonstrating a strong capacity for self-learning and intentional career progression. They exhibit proficiency in Python, SQL, Docker, and CI/CD. However, the role specifically requires solid experience with Microsoft Power Automate, Power Apps, and Power Platform governance, for which the candidate has no direct experience, constituting critical gaps. While many transferable skills are present, the absence of the core proprietary technology required for a 'Senior Power Automate Developer' makes this a poor fit for the specific role. **⚠️ Critical Gaps:** - Microsoft Power Automate (Cloud and Desktop) - Power Apps - Power Platform Governance and Best Practices **✅ Strengths:** - Exceptional General Automation & Systems Architecture Experience (Python, custom scripts, CI/CD, large-scale systems). - Strong AI Infrastructure & Advanced Data Skills (self-hosted LLMs, algorithmic trading, PyTorch/Pandas). - Proven Fast Learner & Intentional Career Progression (self-taught technologies, MIT MicroMasters, AWS in progress). **❌ Missing Required:** Solid experience in development with Microsoft Power Automate (Cloud and Desktop), Proficiency in creation of instant, scheduled, and automated flows (using Power Automate), Proficiency in connectors and integrations with SharePoint and Teams (using Power Automate), Proficiency in Power Apps, Solid knowledge in Power Platform governance and best practices

[ANALYSIS_REPORT] **DISQUALIFIED** [G2.5 Flash] The candidate possesses a strong background in software engineering, AI infrastructure, and systems architecture, which is a fundamentally different domain from the 'Arquitetura e Urbanismo' (Architecture and Urbanism) role outlined in the job description. Critical, non-negotiable requirements such as a specific degree in Architecture and Urbanism and proficiency in AutoCAD are entirely missing, leading to an absolute mismatch. **⚠️ Critical Gaps:** - Formação em Arquitetura e Urbanismo (Degree in Architecture and Urbanism) - Conhecimento em AutoCAD (Knowledge in AutoCAD) **✅ Strengths:** - Strong background in AI Infrastructure and Software Architecture - Proven fast learner with diverse technical skills - Expertise in Python, Docker, and CI/CD pipelines **❌ Missing Required:** Formação em Arquitetura e Urbanismo, Conhecimento em AutoCAD, Disponibilidade de atuação presencial em Cabo de Santo Agostinho

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5-mini] Candidate has a strong engineering background, advanced documentation/Office skills and clear fast‑learner/project ownership, but lacks the core, role‑critical CAD and building‑services design experience (AutoCAD/Revit, HVAC/electrical/plumbing/PPCI and hospital project workflows) required to execute hospital architectural projects immediately. **⚠️ Critical Gaps:** - AutoCAD - Revit - Building‑services design (electrical, HVAC, plumbing, PPCI) - As‑built drawing and project compatibilization experience **✅ Strengths:** - Proven systems architect and automation leader with end‑to‑end delivery - Fast learner with hands‑on delivery of complex infrastructure (incl. local AI clusters) - Strong documentation and Office skills useful for reports, memos and stakeholder coordination **❌ Missing Required:** AutoCAD (intermediate) not evidenced, Revit (intermediate) not evidenced

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-5-mini] Strong technical systems architect with automation, analytics and advanced Excel/PM fundamentals and high learnability, but lacks the core construction modelling/CAD/BIM tools (AutoCAD, Revit) that are central to the role; transferable skills reduce penalty but major domain tools are missing. **⚠️ Critical Gaps:** - AutoCAD - Revit - BIM modeling **✅ Strengths:** - Systems architecture & automation (built production JIT and hosted AI clusters) - Data/analytics and supply-chain domain expertise (likely strong Excel skills) - Fast learner / technical adaptability (self-hosted LLMs, infra, and cross-discipline projects) **❌ Missing Required:** AutoCAD, Revit, Microsoft Project (basic)

[ANALYSIS_REPORT] **WEAK_MATCH** [G2.5 Flash] The candidate demonstrates strong general cloud architecture, automation (Terraform, CI/CD), and leadership skills, with a positive career trajectory and fast-learner evidence. However, the complete lack of direct Oracle Cloud Infrastructure (OCI) experience and certifications, which are central to this senior role, significantly impacts the score, making it a weak match. **✅ Strengths:** - Strong general cloud/infrastructure architecture and design experience - Proficiency in Terraform and CI/CD pipelines - Proven technical leadership and problem-solving skills with a fast-learner profile **❌ Missing Required:** Experiência em arquitetura, design e implementação de soluções de nuvem Oracle (OCI), Experiência prática com ferramentas OCI essenciais, Certificações OCI

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Flash] The candidate demonstrates exceptional general systems architecture, AI infrastructure, and automation skills with a strong fast-learner track record. However, the role critically requires deep, hands-on expertise in Arista-specific enterprise wireless technologies (Cognitive Wi-Fi, CloudVision CV-CUE), which are entirely absent from the candidate's profile. This represents a significant domain mismatch, making the candidate a poor fit for this specialized wireless architect role despite their transferable technical and leadership abilities. **⚠️ Critical Gaps:** - Enterprise Wireless Architecture (specifically Arista Cognitive Wi-Fi and CloudVision Cognitive Unified Edge) **✅ Strengths:** - Exceptional 'Fast Learner' with a proven track record of self-teaching and building complex systems in new domains (AI, algorithmic trading). - Strong background in systems architecture, automation, and building production-grade solutions from concept to execution. - Demonstrated leadership and operational experience, including founding and leading an e-commerce business. **❌ Missing Required:** Arista Cognitive Wi-Fi access point platforms (Wi-Fi 6/6E/7), CloudVision Cognitive Unified Edge (CV-CUE) centralized management and cognitive analytics, AI/ML-driven automation, telemetry, and troubleshooting inherent to Arista cognitive networking, Hands-on design, deployment, and operational experience with Arista Wireless, RF design, capacity planning, AP placement, and cognitive tuning mechanisms, Zero Trust and WIPS security configurations integrated with cloud orchestration, Lead and direct wireless deployment efforts, Mentor and guide junior engineers through Arista wireless technologies

[ANALYSIS_REPORT] **DISQUALIFIED** [G2.5 Flash] The candidate does not meet a critical hard filter: the job requires current enrollment in an Architecture or Interior Design degree for an internship position, while the candidate holds a Bachelor's degree in Mechatronics Engineering and a MicroMasters, indicating they are not a student in the required field. **⚠️ Critical Gaps:** - Estar cursando graduação em Arquitetura ou Design de Interiores **❌ Missing Required:** Estar cursando graduação em Arquitetura ou Design de Interiores, Conhecimento em Revit (intermediário), Conhecimento básico em AutoCad e Sketchup

[ANALYSIS_REPORT] **WEAK_MATCH** [Copilot: gpt-4.1] The candidate demonstrates strong systems architecture, automation, and technical leadership, with deep experience in infrastructure, Python, and cloud basics. However, there is no evidence of hands-on Arista Wireless (Cognitive Wi-Fi, CV-CUE) or any direct enterprise wireless architecture/design/deployment experience, which is a strict requirement. The candidate's fast learning and systems integration background are strengths, but the lack of wireless domain expertise and Arista platform experience are critical gaps. **⚠️ Critical Gaps:** - Arista Wireless hands-on experience - Enterprise wireless design and deployment **✅ Strengths:** - Systems architecture and automation - Technical leadership and mentoring - Fast learner with proven ability to master new domains **❌ Missing Required:** Arista Cognitive Wi-Fi, CloudVision Cognitive Unified Edge (CV-CUE), Enterprise wireless architecture/design

[ANALYSIS_REPORT] **POOR_FIT** [Copilot: claude-sonnet-4] While the candidate demonstrates strong systems architecture and automation experience, there is a critical gap in ServiceNow platform expertise. The role requires minimum 5 years of ServiceNow architecture experience, but the resume shows no ServiceNow background. However, the candidate's proven ability to design complex automated systems, enterprise-level thinking, and technical architecture skills suggest learning potential. **⚠️ Critical Gaps:** - ServiceNow platform expertise (5+ years required) - ITOM/ITSM/CSM modules - App Engine development **✅ Strengths:** - Systems architecture and automation - Enterprise-level technical thinking - Proven track record building scalable solutions **❌ Missing Required:** ServiceNow architecture experience, App Engine, Flow Designer, REST/SOAP integrations, Event Management, Enterprise banking/telecom experience

[ANALYSIS_REPORT] **DISQUALIFIED** [Copilot: gpt-4.1] O candidato possui sólida experiência em arquitetura de sistemas, automação, infraestrutura e integração de sistemas, mas não apresenta formação em Arquitetura (edificações) nem experiência comprovada em práticas laboratoriais ou ensino presencial/híbrido, que são requisitos estritamente necessários para a vaga. As habilidades técnicas e experiência do candidato são de alto nível, porém em domínios distintos do exigido (tecnologia vs. arquitetura civil/edificações). **⚠️ Critical Gaps:** - Formação em Arquitetura (edificações) - Experiência prática em laboratórios de arquitetura - Experiência em ensino de arquitetura **✅ Strengths:** - Gestão e automação de sistemas complexos - Capacidade de integração entre áreas técnicas e de negócio - Experiência em liderança e treinamento técnico **❌ Missing Required:** Graduação completa em Arquitetura

[ANALYSIS_REPORT] **DISQUALIFIED** [Copilot: claude-sonnet-4.5] This is a critical domain mismatch. The candidate has strong technical systems/software engineering background (e-commerce automation, AI infrastructure, trading bots, supply chain analytics) but the role requires Architecture & Urbanism degree and experience with civil construction projects, BIM processes, and building systems (structural, electrical, hydraulic, mechanical installations). The candidate's supply chain experience is in procurement/inventory for food service and IT, not construction project management. **⚠️ Critical Gaps:** - Architecture & Urbanism degree - BLOCKING (required qualification) - Zero experience in civil construction or real estate development - No background in building systems engineering (structural, MEP) - No BIM or construction software experience - Domain expertise is entirely in software/systems/supply chain, not physical construction **✅ Strengths:** - Strong analytical and systems thinking background - Proven project management capability in complex technical systems - Supply chain and procurement experience (though in different domain) **❌ Missing Required:** Bachelor's Degree in Architecture & Urbanism, Experience analyzing technical disciplines in real estate projects, Knowledge of multi-use property architecture, Structural and foundation systems expertise, Building electrical installations, Building hydraulic installations, Building mechanical installations

[ANALYSIS_REPORT] **DISQUALIFIED** [G2.5 Flash] The candidate is automatically disqualified as they do not meet the strict geographic requirement of living in Monterrey, Mexico, or Juarez, Mexico. The candidate is based in Brazil. **⚠️ Critical Gaps:** - Architectural design domain knowledge and experience - Proficiency in required architectural software (REVIT, AutoCAD) **✅ Strengths:** - Strong technical background (Python, AI Infrastructure) - Experience in systems integration and automation - Proven fast learner **❌ Missing Required:** Bachelors degree in Architecture (or equivalent experience in architectural design), Residency in Monterrey, Mexico or Juarez, Mexico

[ANALYSIS_REPORT] **POOR_FIT** [G2.5 Flash] The candidate possesses strong general systems architecture, automation, and leadership skills with a proven fast-learning ability. However, there is a critical and non-negotiable gap in specific wireless domain expertise, particularly with Arista technologies like Cognitive Wi-Fi and CloudVision CV-CUE, which are core requirements for this role. The candidate's experience, while impressive in other technical areas, does not align with the specialized wireless focus of the job description. **⚠️ Critical Gaps:** - Deep expertise in Arista Wireless architecture, hardware, and cloud-managed technologies. - Hands-on design, deployment, and operational experience with Arista Cognitive Wi-Fi access point platforms and CloudVision Cognitive Unified Edge (CV-CUE). - Enterprise wireless design and deployment experience, especially with a majority on Arista cognitive wireless solutions. **✅ Strengths:** - Strong general systems architecture, design, and deployment capabilities. - Proven track record in automation, AI infrastructure, and building production-grade systems. - Demonstrated leadership, mentorship, and communication skills as a 'Technical Bridge' and founder. **❌ Missing Required:** Arista Wireless (Cognitive Wi-Fi, CV-CUE), Enterprise wireless design and deployment, RF design, capacity planning, AP placement, WIPS security configurations

[ANALYSIS_REPORT] **DISQUALIFIED** [G2.5 Flash] The candidate is fundamentally mismatched for this role due to lacking a Bachelor's degree in Architecture and specific required software skills (Auto-CAD, 3D Max). Additionally, the candidate does not fit the 'young, recently graduated architect' profile. **⚠️ Critical Gaps:** - Lack of a Bachelor's degree in Architecture (has Engineering) - Professional experience is entirely outside of Civil Engineering/Architecture domain **✅ Strengths:** - Fluent in English and Portuguese **❌ Missing Required:** Bacharelado em Arquitetura, Auto-CAD, 3D Max, Profile of 'jovem arquiteto(a) recém-formado(a)'