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Projects

Every project is a launch.

Not screenshots and star counts: problem, solution, architecture, outcome, and what I learned building it.

2025

Case study →

Wafer Defect Vision

Deep learning for semiconductor defect classification.

  • Python
  • PyTorch
  • ONNX
  • FastAPI
  • PostgreSQL
  • Docker

2025

Case study →

Process Copilot

An LLM assistant grounded in semiconductor process knowledge.

  • TypeScript
  • Python
  • Claude API
  • pgvector
  • Next.js

2024

Case study →

Fleet Telemetry

Real-time anomaly detection across manufacturing tool fleets.

  • Python
  • Kafka
  • TimescaleDB
  • React
  • Grafana