Prateek Sinha

Background

About Prateek Sinha

I possess 9 years of professional expertise in building ML/AI products/solutions. Additionally, I have demonstrated leadership skills by effectively leading teams in these endeavours. In my current role at Cornerstone onDemand, I designed and deployed an in-house GenAI platform, incorporating open source LLMs. NLP (Natural Language Processing), Generative AI - Cognizer.ai - Developed Question Answering system for multi format documents powered by ALBERT- Cornerstone - Designed and deployed an in-house Gen AI platform, serving open source LLMs. Demand Forecasting, Market Mix Modelling - Sigmoid - Demand Forecasting and Market Mix Modelling for a major Retail firm- Achieved forecast MAPE <15% for 90% of product x retailer combinations(~3k).(Tech Talk Video) Advertising Optimization, Reinforcement Learning - Sigmoid - Built an advertising optimization solution for a major Retail firm using Reinforcement Learning ML with Big Data, Recommendation System - Cornerstone - Developed course recommendation system and other analytics products powered by ML with Big Data, serving ~ 4k clients globally- Demand Forecasting and Advertising Optimization problems were also built on large datasets.