Hey, I’m Thedyson Eduard Luzon 👋
I’m an AI & MLOps Engineer and Full‑Stack (MERN + GraphQL) Developer who turns noisy ideas into traceable, testable, production ML systems—and ships frontends people actually want to use.
Now: Building SafeRoomAI (real‑time CV & behavioral intelligence) and looking for a Fall 2025 internship in AI/MLOps or full‑stack engineering.
What I’m strong at
- End‑to‑end MLOps: DVC, MLflow, CI/CD model gates, containerized inference (FastAPI/BentoML), K8s
- Full‑stack builds: React/Astro frontends, FastAPI/Node backends, GraphQL & REST APIs
- Infra & DevEx: Docker/Kubernetes, AWS S3/IAM, GitHub Actions, docs & tooling for fast onboarding
Currently exploring
- LangGraph / agent orchestration patterns
- Cost‑aware GPU scheduling & serving optimization
- Better RAG eval & lineage visualization for non‑ML folks
Recent wins
- Deployed a CV pipeline with offline video fallback (no live cam? still runs)
- Wired automated eval & rollout gates straight into CI
- Rescued a legacy React repo (broken scripts, missing deps) and restored a smooth DX
Education
- AI Design, Analysis & Implementation (Co‑op) — finishing
- Software Engineering Technology — completed
Let’s talk
If you’re building something ambitious (or just need a clean CI pipeline), I’m in.