Abhishek Chowdhuri

Senior Manager @Tata Motors

Mumbai, IN

Loading Pattern Models – Built 4 ML models (55T-42T, 28T–42T, 17T–19T, 8T–16T vehicles) using XGBoost with >85% classwise accuracy to classify loaded vs. unladen runs. Partnered with Freight Tiger to dynamically identify unladen vehicles within a geo-radius for shipper matching. Established FE benchmarks for loaded/unloaded drives and mapped high-traction routes.Optimized fleet utilization, improved logistics efficiency, and created gold-standard FE benchmarks for industry adoption.Mileage Saarathi – Developed a DIY driver portal powered by an ML recommendation engine suggesting optimal speed, gear, pedal usage, drive modes, and coasting strategies. Added duration-based guidance and a fleet dashboard to monitor underperformers.Improved fuel economy by up to 60%, saving costs for drivers and fleet owners while boosting accountability and performance tracking.Predictive Maintenance (Clutch Failure) – Designed GRU-based models for 19T, 48T, and 52T vehicles (covering ~50% of Tata CVs) to predict clutch failures. Used rolling 100-day telemetry with features like gear slippages, heat dissipation, clutch switch usage, and accel–brake misuse. Achieved 83% precision & 92% recall. Built a ₹X subscription model to proactively track risks.Prevented sudden breakdowns, reduced workshop overload, and improved profitability by highlighting FE loss near clutch failure versus early replacement.Agentic AI for SCV Sales – Built a POC AI framework to load data, generate PySpark queries, summarize insights, and recommend call-to-actions.Simplified data consumption for sales teams struggling with complex Power BI dashboards, accelerating decision-making and enabling actionable sales intelligence.

International Institute of Information Technology Bangalore

PG Diploma

Narayana Vidyalayam

95%

Liverpool John Moores University

Master of Science - MS

B.P. Poddar Institute Of Management and Technology

Bachelor of Technology - BTech

Army Public School (APS)

Higher Secondary