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Engineering expertise
Project case studies
- Algorithms in Python and Java
- Document Q&A — building a retrieval system that knows when not to answer
- E-commerce data platform — from live events to trusted sales reporting
- Edge ML — splitting an autoencoder between a device and the cloud
- ESP32 temperature inference — proving the model/firmware contract
- Expiring URL service — designing a small API around explicit failure modes
- Fitter Health — owning a health-tech platform end to end
- ML foundations — reproducible experiments before model complexity
- Multilingual, multi-tenant RAG — isolation before intelligence
- Recommendation engineering — from raw ratings to a serving API