Lead Machine Learning Architect And Engineering Manager
Current• Working on multiple LLM-based solutions to enrich Aktana platform’s content recommendations and for chatbot use-cases.• Designed and built a DRL-based journey recommender with a reward that is customizable based on business goals/KPIs. • Designed and built the omni-channel optimization engine that powers Aktana’s CIE platform.• Defined a framework for Data Scientists and ML Engineers to work on common platform that minimizes time-to-market from prototype to product.• Implemented frameworks and multiple applications using Databricks, AWS EMR and Knime Server for various ML use-cases• Proficient in Snowflake query tuning to optimize for cost and performance• Now, leading the Engineering team responsible for the company’s core engine and ML models.