Sanjay Nichani

About Sanjay Nichani

Computer Vision and AI Expert with 25+ Years of ExperienceI am a passionate, innovative professional in Computer Vision and Artificial Intelligence, with over 20+ years of experience and 40+ issued patents. My expertise lies in developing cutting-edge solutions for technologically challenging problems that address significant market needs. I have a proven track record of building and leading R&D teams to invent technologies that power products used worldwide.Key Skills and Qualifications- Computer Vision (Deep Learning & Classical), Machine Learning, Generative AI, Embedded Systems- Engineering Management, DEI Initiatives, M&A Due Diligence, Patent Process, Privacy Initiatives- Agile Product Dev, Software Engineering (C++, Python, PyTorch), ML Deployment, Cross-Platform, SDK/API-DevNotable Accomplishments1) GenAI Innovation: Led development of AI image generation suite for custom children\'s books, using Stable Diffusion, object detection, and personalization techniques. Created portable C++ RAG library for enhanced note-taking app features.2) Peloton AI/ML Team Leadership: Bootstrapped and led the AI/ML team, developing computer vision and personalized recommendation features for various Peloton products.3) Peloton Guide Development: Spearheaded the development for Peloton Guide, a real-time AI strength training product for movement tracking, exercise rep counting and form feedback.4) Mitek Labs Innovation: Led the computer vision and ML team at Mitek Labs, developing algorithms for mobile identity verification and check deposit products.5) Skqueak Technology: Developed a novel mobile photo sharing technology incorporating voice, sketch, zoom, and text features.6) Access Control Security: Created APATS (Anti-Piggybacking and Tailgating System) for detecting unauthorized access using structured laser camera technology.7) Cognex Stereo 3D Group: Initiated and led the development of embedded stereo sensor for people detection and tracking in unstructured environments.8) Vision Library: Lead developer for Patmax, a rotation and scale-invariant tool for pattern alignment, optimized for DSPs and multimedia streaming extensions.My versatile experience spans various industries, including fitness, finance, security, semiconductors, and industrial automation. I have successfully applied CV to numerous applications, from document forensics to human activity recognition. With an entrepreneurial mindset and strong leadership skills, I excel in both hands-on development and team management roles, driving innovation and growth in R&D teams.

Experience

1. Ai Advisor, Consultant (Pro Bono Volunter)

   The Nature Conservancy

   Sep 2024 — Present

   As an AI Advisor to The Nature Conservancy’s Large Scale Fisheries Program, I help shape the technical direction of AI-powered electronic monitoring systems for sustainable fisheries management. My work focuses on guiding strategy for AI models, edge computing, and computer vision to enhance catch verification, traceability, and monitoring in commercial fishing. I’m passionate about leveraging technology to protect marine ecosystems, support evidence-based conservation, and drive real-world impact through innovative solutions.

Education

• MES College, Banagalore

  Bachelor of Engineering (BE), Electrical, Electronics and Communications Engineering

  1980 — 1982

• University of South Florida

  MS, Computer Science

  1988 — 1990

• Bangalore University

  BS, Electronics

  1982 — 1987

• Babson F.W. Olin Graduate School of Business

  MBA, Entrepreneurship/Entrepreneurial Studies

  2006 — 2008