Manas Karra.

LLM-powered discovery of GitHub repos with credible paths to revenue. Reads stars, issues, and contributor signal to surface open-source projects that could plausibly become businesses.

Multi-LLM debate engine. Runs the same question past multiple models, surfaces where they disagree, and returns a higher-confidence answer with its reasoning trail intact.

A 3-layer LSTM that generates polyphonic MIDI by blending Hindustani ragas with Western chord progressions. Trained on MIDI sequences and wrapped in a Gradio UI with temperature and note-count controls.