Umang Kochar

Data & AI professional with a Master's in Data Science, specializing in designing intelligent, scalable workflows that integrate machine learning, automation, and data engineering. Experienced in predictive modeling, reinforcement learning, and causal inference, developing adaptive pipelines that continuously learn and improve. Built self-optimizing forecasting systems, agentic AI frameworks with LangChain and LangGraph, and deployed RL agents for trading simulations. On the data engineering side, skilled in architecting ELT pipelines with SQL, Airflow, and dbt on GCP and AWS, leveraging medallion architectures and modular transformation logic. Adept at delivering reliable data flows, actionable dashboards, and retrieval-augmented AI agents. Treats AI as a holistic systems challenge-balancing performance, integration, and adaptability to deliver measurable business impact.

• Macquarie University Brand Ambassador, Selected among the top 1% of students to represent the university at international forums across 50+ countries.
• Best Event Organizer - Texephyr, MIT WPU
• Vice-Chancellor's Scholarship - Macquarie University, Awarded a prestigious merit-based scholarship for academic distinction and leadership potential.