At Combat Solutions, I built a P&ID-to-DCS pipeline that detects industrial symbols and pipe connections across varied drawing styles. I also developed a React and FastAPI platform that automates text extraction and connectivity mapping, cutting manual validation time by an estimated 50%.
I developed a real-time driver recognition system that detected blinking and drowsiness with 90%+ accuracy, and built a CNN-based deepfake detection system that achieved 92% accuracy across 10,000+ images. My work brings AI model development together with functional applications, with a focus on accuracy, performance, reliability, and real-world usability.
