Vivek G.

Senior Product Manager- Ai @Gladstone Institutes

San Francisco, CA, US

Led 5 engineers and 3 scientists to build an AI-powered video analytics platform quantifying Amyloid Betaplaques from camera-based histopathology images. The system was adopted by 5 Brain Bank institutions andprocessed samples, becoming the gold standard for neuropathology analysis.– Defined roadmap and requirements for an autonomous “Self-Driving Microscope,” integrating computervision and reinforcement learning to automate experiment cycles. The camera-driven system observed,interpreted, and iteratively refined experiments—reducing cycle time from weeks to hours.– Spearheaded the Automated Data Annotation System (ADAS) leveraging Active Learning for computervision, cutting annotation costs by 70%($1M) and improving dataset diversity, model precision, and labelingthroughput.– Owned end-to-end delivery of the DeepCell Imager—a large-scale vision platform for segmentation, tracking,and temporal analysis of 1 PB+ microscopy data. Achieved 20x faster image-to-insight workflows anddoubled researcher throughput.– Established success metrics and analytics instrumentation via Mixpanel to monitor adoption, driving a 30%increase in engagement and improving cross-team decision making.– Partnered with domain experts to deploy QuPath plugins enabling consistent annotations across video framesand camera feeds, minimizing inter-rater variability and improving AI model reproducibility.

Carnegie Mellon University

Master's degree, Robotics Systems and Development (MRSD)

Kumaraguru College of Technology

Bachelor of Engineering - BE, Electrical and Electronics Engineering