Letterhead
I build from the ground up — system to interface.
AI engineer and full-stack builder, now CTO at ImpulsoLead. My work sits at the intersection of LLM systems, full-stack engineering, and a strong bias toward shipping things that survive contact with reality.
Built through repetitionCoding since 2020
- 2020
Started coding with a bias toward shipping
Moved quickly from fundamentals into real builds, learning by putting work under pressure instead of leaving it in tutorial mode.
- 2022
Freelance software developer
Solo-delivered websites, full-stack apps, and REST APIs for local businesses and research projects across TypeScript, Python, PHP, and C# — from requirements through deployment and maintenance.
- 2023
Computer programming at Universidade de Aveiro
Technical higher education (CTeSP) at ESTGA — systems & network programming, network security, algorithms, discrete mathematics, and databases.
- 2025
Joined ImpulsoLead as founding engineer
Architected a multi-tenant B2B SaaS for the Brazilian real-estate market end to end — Next.js App Router, tRPC, Prisma, and PostgreSQL.
- Now
Promoted to CTO within six months
Owning architecture, AI strategy, and infrastructure — including a LangGraph + Claude agent orchestration layer spanning 11 task types, on an async BullMQ + Redis pipeline.
Clarity, leverage, and choices that age well.
- 01
Build for the real bottleneck
The right solution is rarely the flashiest one. I start with where time, trust, or decision quality is actually being lost.
- 02
Protect the system while moving quickly
Fast shipping matters. So does not creating future drag every time speed is required. I optimize for both.
- 03
Use AI with product logic
AI is valuable when it sharpens a workflow, qualifies intent, or increases operator leverage. Everything else is noise.
The tools, grouped by where they earn their keep.
- AI / ML
Anthropic Claude SDK · LangGraph · Multi-agent orchestration · RAG · Voyage AI embeddings · pgvector · MLOps · SHAP · Optuna · MLflow
- Languages
TypeScript · Python · Java · C# · PHP · SQL
- Backend
Node.js · tRPC · FastAPI · Prisma · async SQLAlchemy · REST · BullMQ
- Frontend
Next.js (App Router) · React · Tailwind CSS
- Data & Infra
PostgreSQL · Redis · Docker · Nginx + PM2 · Vercel · Clerk · Stripe
Education
Universidade de Aveiro — ESTGA
2023 — 2026Technical Higher Education (CTeSP), Computer Programming · Águeda, Portugal
Coursework across systems & network programming, low-level systems, network security, algorithms, discrete mathematics, and databases.
Certifications
- MLOpsDuke University
- Generative AI for Growth MarketingIBM
- Full-Stack DeveloperMicrosoft
- Cybersecurity AnalystMicrosoft
- SQLUniversity of Colorado Boulder
- Essential Mathematics for CSUniversity of London
- Open Science 101NASA