Debdeep Paul Email & Phone Number

Singapore

Singapore

Natural language processing for demand forecasting

Singapore

Summary: Predictive/prescriptive analytics, machine learning, deep learning, reinforcement learning.Developed and (semi) deployed AI solutions across multiple business divisions:Data driven demand forecasting, inventory management, pricing, assortment optimization.Anomaly detection for predictive maintenance in large scale production.Explainable AI across various applications.Change point detection.

Singapore

Lead instructor for ongoing cohort of Data Science immersive program.

Singapore

Data driven pricing with messy datasets (Lower TRL to PoC).Real time predictive analytics for large sensor networks using deep learning (Lower TRL to Preliminary Deployment for elevator maintenance use case).Prediction of service time for last mile logistics leveraging deep learning models such as CNN, RNN, LSTM (Deep learning for big data applications).

Ahmedabad Area, India

Primary job responsibility included: Customer and Field complaint reduction. quality function deployment, liaising with vendors for part issues. coordinating with change management team.

Pune Area, India

Major job responsibility included:Tracking of built in issues and take up with relevant entities till closure.

New Delhi Area, India

Training to understand business processes in a complex distribution network.

Doctor Of Philosophy - Phd, Mathematical Optimization, Data Science

Research focus: Machine learning, data analytics and optimization for cloud services. Project description:Developed optimization based.

Bachelor Of Technology (Btech), Electrical, Electronics And Communications Engineering, First Class With Distinction