Shipali S.

About Shipali S.

I am a Senior Machine Learning Engineer at Adobe Inc. with over a decade of experience building and deploying AI systems that reach millions of users worldwide. I specialize in applied machine learning, computer vision, and on-device AI for creative software. At Adobe, I architect the ML infrastructure that powers Lightroom\'s AI features - including the on-device Assisted culling system, Hybrid auto-tagging, Best Photos intelligent clustering, and the feedback platform that drives continuous model improvement across Lightroom\'s AI portfolio.I hold multiple granted U.S. patents with independent citations from researchers and engineers worldwide, spanning on-device AI, computer vision, and ML-based document intelligence. My work spans the full ML lifecycle - from research collaboration and model training to production deployment at scale.Expertise-On-Device AI & Edge Deployment: CoreML, ONNX, multi-model pipeline architecture for privacy-preserving -AI ML Infrastructure & MLOps: Standardized Python ML pipelines, Smart Indexing on-demand architecture, feedback loop systems -Computer Vision: Object detection, image clustering, quality scoring, semantic understanding -Applied Research to Production: Bridging ML research and large-scale consumer product deploymen

Experience

1. Senior Machine Learning Engineer

   Adobe

   Jul 2021 — Present

Education

• NMAMIT,Nitte

  Bachelor of Engineering (B.E.), Information Science

  2007 — 2011

• Cornell University

  Master of Engineering (MEng), Computer Science

  2013 — 2014