Bengaluru, Karnataka, India
Machine Learning Lead working on Generative AI and Agentic AI architectures
Leading the efforts for Semi-Structured Enterprise Search and Semantic Search to support Agentic applications. Creating the ML Team for Moveworks in India.
Tech Lead Manager - Manage a team of talented Machine Learning Engineers and AI residents, from engineering management to recruitment, screening, interviewing and hiring. - Lead the development of core models for tasks relating to Conversational AI, Semantic Search and Workflow orchestration to create Agentic AI systems - Architect the design of various machine learning models required for support different product experiences using both Generative AI and Discriminative models - Lead client deliverables, client interfacing for requirement understanding, product development, overall ML dev cycle to support model launch for feature rollout. - Lead ML hiring for Ema India
- Tech lead for Facebook Marketplace Search for the query understanding projects, working on state of the art Machine Learning models and Natural Language Processing techniques to improve the Facebook Marketplace and Facebook Search. - Driving the development of ML models for Intent Understanding, Entity Tagging, Query Categorization, Search Typeahead-auto-complete and query suggestion modeling for global Facebook Search and Fb Marketplace search.
Facebook Conversational AI for Smart Devices: Facebook Portal, Oculus and Facebook Smart Glasses: Rayban Stories. Developed on-device solutions for text resolution to support smart communications and other product experiences like Music playback and WhatsApp Calling. Developed data models as part of Facebook Knowledge Graph and personalization models to support end-to-end product experiences.
As part of Facebook Conversational AI, work on developing machine learning models, analyzing data, processing features and integrating them into runtime stack to support different product experiences over the devices of Facebook Portal and Oculus. Work around Entity and Coreference Resolution, User Feedback Learning, Dialog Systems and Information Extraction from Knowledge graph in Facebook Assistant to launch the product functionalities of Whatsapp and Messenger Calling, Messenger Rooms, Music playback (over iHeartRadio, Pandora apps), Q&A and Smart reminders and alarms on Facebook Portal.
Worked as a graduate research assistant in a joint project venture of Cornell University and Google Inc.