Publication
Differential Evolution Algorithm Based Hyper-Parameter Selection of Convolutional Neural Networks for Speech Command Recognition
An evolutionary search approach for CNN hyper-parameters in speech command recognition.
Aritra Bandyopadhyay
ML Engineer | ML Researcher
Welcome to my digital corner. I work across mechanistic interpretability, computer vision, and information retrieval, with experience spanning applied ML engineering at Brighterway (YC S24) and Mercor, alongside academic research.
Highlights
repos
tabrewind
Local-first browser history search with hybrid BM25 + vector retrieval. Privacy-first, no cloud dependencies.
webpage-tts
Chrome extension + FastAPI backend for local text-to-speech on any webpage. Runs MLX Qwen3-TTS on Apple Silicon.
mech-interp
Experiments in mechanistic interpretability — circuits, probes, and feature analysis with TransformerLens.
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First commit
A placeholder notebook-style post for future language model notes.
Downtime
Opening notes
A placeholder for future reflections on life, philosophy, and learning.