At INNOVATIVIEW INDIA LTD., I built backend systems for CamView, a real-time AI surveillance platform. I moved camera allocation from DynamoDB to Redis/Valkey, cutting reconciliation from 30–70 seconds to under 10 seconds and eliminating DDB costs.
For SecureView, I designed a biometric template quantization pipeline that reduced template size from 1,040 to 272 bytes while preserving 99.76% matching accuracy. I also developed an Android-in-Docker matching service that doubled throughput versus its single-container baseline.
Earlier, at PESERIES NETWORK PVT. LTD. (Staype), I improved backend API performance and recommendation workflows. I also built Python pipelines for exam-log analysis and anomaly detection, and contributed to full-stack projects using React, Node.js, and Google Sheets.

