Final-year CSE (AI & ML) student at SVIT, VTU, shipping full-stack AI systems under hackathon pressure — production backends (FastAPI, Python), cross-platform apps (Flutter), and ML pipelines (PyTorch), backed by 2 hackathon wins and 5+ shipped projects.
Education
Sai Vidya Institute of Technology, VTU
Bengaluru, India
B.E. – Computer Science Engineering (AI & ML), CGPA: 7.75
End-to-end system that detects REAL vs SPOOFED speech by fine-tuning a Wav2Vec2-base encoder with a classification head on ASVspoof2019 LA; includes Flutter WebUI, FastAPI backend, calibration, explainability (attention heatmaps) and batch-eval scripts. Achieved Best EER = 0.25% (0.0025) on validation; inference served via /api/v1/audio/analyze.
Developed a multi-channel reminder escalation system (push, SMS, email) using n8n automation and Firebase Cloud Messaging to improve medication adherence follow-through.
Trained a PyTorch embedding model for fashion similarity search; served via a Django REST API with a full end-to-end pipeline from preprocessing to frontend.
SecureFile-X — C++, CMake, C
Built a systems-level C++ file encryption utility using compiled cryptographic routines with no managed runtime dependencies.
Achievements & Leadership
PR Head, CODENEX (Dept. Club, SVIT) — Directed all public-relations operations for the CS department club and single-handedly built and deployed the official CODENEX website.
Technical Team, Sanchalana Samvega Annual Fest — Designed and developed the official cultural fest website, handling frontend delivery and Ticket Booking systems for the event.
HackMarch 2025 – 1st Place (KLC Society, S Nijalingappa College) — Won the open hackathon with NeuroRevise, outperforming all participating teams.