The uncertainty ends when you act. Until then, you're just torturing yourself with possibilities.
third year, engineering
ai · systems · web
python · c++ · c · rust
Projects
- * Daemon — tauri · rust · ai
A proactive human-like desktop AI companion.
- * Lodestone — semantic search · local-first
A local-first semantic search engine for your own documents.
- * CNN compression for edge deployment — ml systems · quantization
Compression of CNN for edge deployment.
Research & Writing
- * Confidence Without Competence — llm calibration · research
Investigating the impact of quantization-tuning pipeline orderings on LLM calibration and reliability.
- * numpy_for_noobs — numpy · guide
A practical NumPy reference covering the functions you'll actually use, with clear examples.
- * BM25 Search — search · notes
BM25 search explained through examples, from TF-IDF's failures to saturation curves and length normalization.
books i have read
Metamorphosis, The Invisible Man, Vetala Panchavimshati, The Stranger, Notes from Underground, White Nights