Filipe Frozza
@filipefrozza
Senior full-stack engineer building AI/ML products with scalable APIs and cloud systems.
What I'm looking for
I’m a senior full-stack engineer with 8 years of experience architecting and implementing end-to-end features across Python, Node.js, React (TypeScript), and PostgreSQL. I design and scale RESTful/GraphQL APIs, integrate AI/ML models (LLMs, RAG, prompt engineering), and deploy distributed services on Google Cloud Platform (GCP) using Docker and Kubernetes.
In my recent roles, I led AI-powered feature delivery—building RAG pipelines, integrating OpenAI GPT-4 Turbo and Anthropic Claude 3 APIs with fine-tuning, prompt engineering, and guardrails, and shipping high-reliability vector search using PostgreSQL (pgvector) and Pinecone. Across fintech, healthcare, and e-commerce, I’ve owned production outcomes (latency, reliability, security, and compliance), refactored APIs with contract testing and versioning, migrated core services to Kubernetes, and mentored teams through code reviews and architecture planning.
Experience
Work history, roles, and key accomplishments
Lead AI & Full-Stack Engineer
Creative Tech
Sep 2025 - May 2026 (8 months)
Led architecture and delivery of AI-powered marketing automation features, building Retrieval-Augmented Generation (RAG) pipelines to centralize AI memory and orchestrate LLM-driven workflows. Integrated OpenAI GPT-4 Turbo and Anthropic Claude 3 APIs, built a pgvector/Pinecone vector search system, and mentored a cross-functional team of 5+ engineers to improve reliability and delivery velocity.
Senior Full-Stack Engineer
DB1 Global Software
Jun 2024 - May 2025 (11 months)
Designed and delivered scalable fintech SaaS modules for DB1 Finance Hub, including multi-tenant account management and transaction orchestration. Integrated Stripe and Plaid, embedded LLM-based support chat/Q&A, and refactored REST/GraphQL APIs with contract testing and versioning, reducing integration defects by 30%.
Senior Software Engineer
Lean Tech
Jun 2022 - May 2024 (1 year 11 months)
Engineered HIPAA-compliant patient data ingestion and eligibility verification workflows for the Lean Health Portal by integrating FHIR APIs and HL7 interfaces for EHR interoperability. Built Kubernetes-based, event-driven microservices and implemented OpenAPI documentation and stricter payload validation to reduce integration errors and support secure audit trails and data access controls.
Senior Software Engineer
D Loja Virtual
Sep 2020 - Jun 2022 (1 year 9 months)
Designed and delivered scalable e-commerce modules for the DLV Merchant Platform, supporting thousands of concurrent users through containerized microservices. Migrated from a legacy monolith, implemented catalog search/filtering with PostgreSQL and Redis, and introduced automated testing pipelines with Jest, Pytest, and JUnit 5 to reduce production bugs by 25%.
Full-Stack Developer
CPC Concursos
Jun 2019 - Sep 2020 (1 year 3 months)
Developed high-traffic exam registration and result management systems supporting 50,000+ concurrent users, optimizing SQL queries to improve responsiveness. Built REST APIs and React 16 components, and improved deployment reliability with CI/CD automation using Jenkins and Docker, reducing page load times by 40%.
Full-Stack Developer
Parce
Mar 2018 - Mar 2019 (1 year)
Delivered enhancements for the Parce Loyalty Platform, including migration from legacy PHP and AngularJS modules to Java/Spring Boot and React. Implemented authentication/authorization with RBAC and built automated test suites with JUnit and Selenium, increasing test coverage and reducing manual QA effort by 30%.
Software Developer
Escolas e Faculdades QI
Nov 2016 - Jul 2017 (8 months)
Maintained and enhanced academic management systems using Java/Spring and legacy PHP, supporting scheduling, grade reporting, and student data management. Upgraded and refactored Python import/export utilities and built custom reporting dashboards with JSP/JavaScript, optimizing SQL Server queries and reducing server load during peak registration periods.
Education
Degrees, certifications, and relevant coursework
Universidade Luterana do Brasil (ULBRA)
Bachelor's Degree of Computer Science, Computer Science
2018 - 2022
Earned a Bachelor's degree in Computer Science from ULBRA between 2018 and 2022.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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