Architected an end-to-end diagnostic pipeline for Brightfield microscopy, integrating label-free image segmentation and multi-modal RBC morphology classification. Developed a specialized annotation dashboard to streamline haematologist review.
Leading development of automation algorithms for cell data analysis to enhance processing speed in genomics. Co-founded the institute's first multidisciplinary research initiative uniting BioTech, CS, and VLSI domains.
Designed an AR workflow using private 5G to stream high-res slide images for real-time AI inference. Implemented a lightweight U-Net segmentation model to identify tumor regions with sub-200ms latency.
Engineered a security platform on Mininet automating threat neutralization via OpenFlow in <1.2s. Integrated Suricata IDS with custom rules, achieving 97% detection accuracy on 100k pps loads.
Built a serverless recommender unifying Prime Video & Kindle data, reducing P99 latency to <200ms. Implemented Zero-Trust security with mTLS and SageMaker pipelines, boosting engagement by ~30%.