Debarun Deb Email & Phone Number

Bengaluru, Karnataka, India

• As part of Model Risk Management (MRM) team collaborated with Development teams to validate and monitor various workflows of different models primarily focused on AI/ML, NLP and Generative AI. Raised necessary.
• As a member of the newly established validation team, contributed to enhancing MRM guidelines for GenAI use cases.

Kolkata, West Bengal, India

• Developed and optimized machine error prediction model, employing different ML techniques to reduce maintenance costs by 70%.
• Created benchmark PD model for loan applicants with over 90% accuracy and 80% recall.
• Developed an automated pipeline for regression and classification tasks, enabling seamless data input and diverse algorithm options. Delivered substantial time savings across various use cases.

Chennai, Tamil Nadu

• Enhanced geo-fence allocation efficiency, reducing false positives/negatives using clustering algorithms. For targeted sample, improved successful entry detection by 75%
• Analysed hundreds of routes and build a decision model to identify actual reason for the delay of a truck

Chennai, Tamil Nadu

Conducted EDA and framed a regression problem for Estimated Time of Arrival (ETA) prediction. Achieved over 60% benchmark accuracy for four clients.

Kolkata, West Bengal

Credit Card Portal Understood client’s requirement and implemented logic to enhance business modules like transaction, billing, fraud detection, reward and cashback etc.

Master Of Technology - Mtech, Qror

Bachelor Of Technology - Btech, Electronics And Communications Engineering

Higher Secondary, Science

Secondary