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Firmware roots, AI-fueled delivery.
I started by bringing STM32 devices online for energy and IoT companies in Colombia. That edge experience built my obsession for reliability and observability—principles I now carry into AI pipelines, realtime backends, and polished web experiences. Today I help teams connect device data, vector-aware services, and frontends that feel like command centers.
My toolkit spans embedded C, Go/Python services, Postgres/pgvector, and modern Next.js frontends. I enjoy translating ambiguous ideas into measurable outcomes: latency budgets, eval harnesses, KPI dashboards, and sanitized demos recruiters can ship internally.
Consulting on AI-enabled data tooling, RAG pipelines, and edge monitoring stacks for growth-stage companies.
- RAG + eval harnesses with latency budgets.
- Device telemetry pipelines with OTA safety.
- Next.js dashboards that surface the right KPIs.
- SpanishNative
- EnglishProfessional
- PortugueseProfessional
Embedded
- STM32
- FreeRTOS
- C/C++
- Zephyr
Backend
- Go
- Python
- FastAPI
- Postgres
- Redis
AI
- RAG
- LangChain
- pgvector
- LLM Eval
Web
- Next.js
- Tailwind
- Supabase
- Vercel