Thedyson Eduard Luzon

Hey, I’m Thedyson Eduard Luzon 👋

AI & MLOps Engineer and Full-Stack Developer who turns noisy ideas into traceable, testable, deployable ML systems—and ships frontends people actually want to use.

What I’m strong at

  • End-to-end MLOps: DVC, MLflow, CI/CD model gates, FastAPI/BentoML, Kubernetes
  • Full-stack builds: React/Astro frontends, FastAPI/Node backends, GraphQL & REST APIs
  • Infra & DevEx: Docker/K8s, AWS S3/IAM, GitHub Actions, documentation & tooling

Currently exploring

  • Agentic flows & LangGraph patterns
  • Cost-aware GPU scheduling & serving optimization
  • RAG eval & lineage visualization for non-ML stakeholders

Recent wins

  • Deployed a CV pipeline with offline video fallback when live cams drop
  • Wired automated eval & rollout gates right into CI
  • Rescued a legacy React repo and restored a smooth DX

Education

  • AI Design, Analysis & Implementation (Co-op) — finishing
  • Software Engineering Technology — completed

Let’s talk

LinkedIn→GitHub→

If you’re building something ambitious (or just need a clean CI pipeline), I’m in.