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
last push:
NovDecJanFebMarAprMayJunJulAugSepOctNov
lessmore
Projects
- Daemon
A basic AI desktop assistant inspired by Clippy, built with Tauri.
- Lodestone
A local RAG engine for semantic search across your own files, without relying on filenames.
- CNN compression for edge deployment
A college study of pruning, quantization, and distillation for deploying ResNet-18 on CIFAR-10.
Research & Writing
- Confidence Without Competence
Investigating the impact of quantization-tuning pipeline orderings on LLM calibration and reliability.
- numpy_for_noobs
A practical NumPy reference covering the functions you'll actually use, with clear examples.
- BM25 Search
BM25 search explained through examples, from TF-IDF's failures to saturation curves and length normalization.