Timeline

Building an end-to-end ECG analysis pipeline in Python: ingestion, filtering, baseline-wander removal, signal-quality assessment, QRS/R-peak detection, and RR-interval analysis. Extending into abnormal-beat and arrhythmia detection validated against annotated PhysioNet databases, feeding a dashboard for long-term monitoring.

Building the frontend of the orbitrasecurity.com product site and its business panels in HTML, CSS, and JavaScript, shipping customer-facing product pages alongside internal business dashboards. Also ran security-focused product testing across authentication, session handling, and data-flow layers.

Building reinforcement-learning driven assistance systems for leg-amputee mobility using EMG signals. Working on RL control for prosthetic legs, collecting and processing EMG data.

Placed 2nd under Bionix. Built an EEG-based motion-imagery classifier using OpenBCI. Extracted CSP features, implemented a live 4-class decoding pipeline, and developed real-time visualizations for neurofeedback.