Dec 2021 – Nov 2023 · 1 yr 11 mos

• Real time machine learning systems based on click stream data
• Personalized solution curation with LLM + RAG systems
• Systems for enhancement of product catalog, search and discovery
• Designed and built frameworks for streamlining company's ML systems from research to production
• Handled release, optimization, and refreshing of real time recommendation systems with 25k+ session / day

Apr 2021 – Oct 2021 · 6 mos

• Led product development of ML assisted authoring platform for pharmaceutical research
• Directed ML systems: semantic search, ontology, generative summaries, recommendation systems, auto tagging

Apr 2019 – Mar 2021 · 1 yr 11 mos

• Enterprise search products for querying structured and unstructured data from multiple sources
• Data pipelines, rapid human-in-the-loop data annotation systems, question answering from tables

Jun 2017 – Apr 2019 · 1 yr 10 mos

• HTML/PDF to graph representations, pipelines, querying systems
• User trainable few shots classifier for graph search
• Chatbot widgets that interact with the websites they are on: clicks, searches, filters

Nov 2015 – Jun 2017 · 1 yr 7 mos

• Led the development of Elsa virtual assistant platform. Deployed to multiple Fortune 500 companies.
• Robots with AI integration such as sentiment aware conversational robots, and autonomous drones for warehouse inventorying
• Developed internal tools for survey analytics, relationship analytics from emails

Aug 2015 – Nov 2015 · 3 mos

• Worked on autonomous navigation for drones with parallel tracking and mapping
• Built a 3D printed, sentiment aware robots that can converse
• Developed Elsa, the enterprise conversational platform from EY