About Matheus
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Experience
- FreelancerSenior Full-Stack & AI EngineerDIGITAL AND ITOctober 2023 - Today (2 years and 10 months)Lisbon, PortugalI work as a Senior Full-Stack & AI Engineer, helping startups, agencies and product teams build production-ready SaaS platforms, AI-powered applications, automation systems and mobile apps.My work combines full-stack product engineering with modern AI architecture. I build applications using React, Next.js, TypeScript, Node.js, Python, FastAPI, React Native, SQL, PostgreSQL, Supabase and cloud services.A major part of my recent work focuses on AI/LLM systems: AI agents, RAG pipelines, LangChain, LangGraph, structured outputs, tool-calling workflows, vector search, knowledge graphs, OpenAI, Claude and multi-step automation systems.I usually work directly with founders, CTOs and small teams, taking ownership of architecture, backend, frontend, AI workflows, integrations, debugging, deployment and MVP delivery.Typical projects include AI SaaS MVPs, business automation tools, internal dashboards, API integrations, RAG systems, AI agents, React/Next.js web apps and React Native mobile apps.
- DesignHutFull-Stack Product EngineerDIGITAL AND ITMay 2025 - Today (1 year and 3 months)Boston, United StatesWorked closely with DesignHut across multiple digital products, helping transform product ideas, UI/UX designs and business requirements into functional, production-ready applications.My role involved full-stack implementation, frontend development, backend integration, API connections, technical planning, product iteration and delivery support. I collaborated closely with design and product teams to make sure the final product was not only visually aligned with the design, but also technically reliable, scalable and easy to maintain.This experience strengthened my ability to work at the intersection of product, design and engineering, especially in fast-moving environments where the goal is to ship high-quality MVPs quickly and iterate based on user feedback.Technologies used included React, Next.js, TypeScript, JavaScript, Node.js, APIs, SQL databases, Tailwind CSS and modern frontend/backend workflows.
- FreelanceAI Engineer — Multi-Agent Systems & RAGDIGITAL AND ITJanuary 2025 - May 2026 (1 year and 4 months)Dallas, United StatesWorked on AI Brain, a multi-agent AI system for intelligent database queries powered by Python, FastAPI, LangGraph and LangChain.The platform enabled users to ask natural-language questions across multiple data sources, including SQL databases, CRM integrations and knowledge bases. The system used a supervisor/specialist-agent architecture, with agents responsible for SQL queries, integration queries, RAG knowledge-base answers, workflow execution and conversation routing.My work involved building AI workflows, tool-calling logic, structured parameter extraction, RAG pipelines, vector search, async processing, retries, fallbacks, timeouts and production-oriented backend patterns.Technologies included Python, FastAPI, LangGraph, LangChain, Celery, Redis, Pinecone, OpenAI models, SQL, Pydantic-style schemas and API integrations.This project is a strong example of my ability to build practical AI systems that go beyond simple prompt engineering and operate as real business logic inside a production application.
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Education
- Data Science (Professional)Harvard Online2025Data Science (Professional)
- MScInstituto Superior Técnico2021MSc
Certifications
- Meta Front-End Developer Professional CertificateMeta (Coursera)2023
- Meta Database Engineer Professional CertificateMeta (Coursera)2023