SDE-III, AI/ML Engineer at @Google, building scalable ML and AI systems with a strong focus on production reliability, performance, and real-world impact. I learn and write about state-of-the-art research, applied AI/ML systems, and the gap between papers and production—summarizing complex ideas, breaking down system design, and extracting actionable insights engineers can actually use. Previously at Bajaj Finserv Health, I led the development of Enigma, an end-to-end AI platform for claims and document intelligence. The system automated large-scale document processing, enabled advanced fraud detection, and powered straight-through claims processing—driving measurable efficiency gains and business impact.