On ARGUS, I built a seven-agent software-engineering pipeline that localizes defects, generates patches, validates fixes in a sandbox, and opens GitHub pull requests. I designed interfaces and deterministic mock adapters so the pipeline can run offline without API keys.
I built CIVIC-LINK, a safety-first mobility platform that processes 50 Hz IMU telemetry across 25+ REST endpoints. It includes real-time driver scoring, geospatial matching, and encrypted audit logging, and I validated it with 112 tests and three CI workflows.
For KRYPTOS, I built knowledge infrastructure for a planned real-time voice-native Kashi guide, including a gap-driven acquisition pipeline, multi-agent orchestration, and graph storage. I also built ABHAYA-NETRA, an offline Android deepfake-detection pipeline, and optimized inference to 25 ms per frame on mid-range hardware.
As a Google Gemini Student Ambassador, I support practical AI adoption through peer learning, product demonstrations, and campus initiatives. At ConnectKaro, I moved from marketing work into user research and growth strategy, helping run retention and engagement initiatives around student-specific use cases.
