About
Software developer with a background in machine learning, backend APIs, and full-stack applications. The projects on this site demonstrate applied deep learning, LLM integration, and end-to-end system design — built from academic coursework and self-directed study.
Skills
| Domain | Technologies |
|---|---|
| Machine Learning | TensorFlow/Keras, PyTorch, scikit-learn, Sentence Transformers |
| LLM Integration | Anthropic SDK (Claude), OpenAI SDK, ChromaDB, semantic search |
| Backend | Python 3.11+, FastAPI, Uvicorn, SQLModel, SQLite, Alembic |
| Frontend | React 18, Vite |
| Infrastructure | Docker, asyncio, aiosqlite |
Development workflow
Every project on this site except LeafDiseaseDetection-DL was built using spec-driven development with Claude Code as an AI agent: Claude Sonnet handled planning and scaffolding, and Claude Opus handled complex implementation and code review. Routing tasks between models by complexity kept token usage — and cost — materially lower than using a single model throughout.