hi, I'm Karma.

A deep CNN-LSTM pipeline that classifies sleep stages from multi-channel biosignals and processes full-day recordings for 40+ patients.

A deep CNN pipeline that predicts NEO-FFI personality traits from resting-state fMRI connectivity data across 1,200 participants, for APS360.

A VS Code extension that uses webcam-based computer vision to respond to your emotional state while coding, and it was built for Ignition Hacks 2026.

A Python app that uses computer vision to read text aloud from your webcam in real time, and it placed 2nd at Hack Without Borders 2026.