Ritaja Chatterjee
Data Science Engineer
ML Models Deployed
15+
Data Points Processed
1M+
Projects Completed
10+
Machine Learning Engineer and Data Scientist with expertise in deep learning and reinforcement learning. Currently pursuing B.Tech in Information Technology at VIT Vellore with an 8.1 CGPA. Passionate about pushing the boundaries of AI and creating innovative solutions to complex problems.
GAN Performance Enhancement with RL
Pioneered a novel approach combining GANs with DQN-based reinforcement learning to tackle mode collapse and training instability. Achieved significant improvements in image quality and diversity metrics on the MNIST dataset.
Customer Churn Prediction System
Engineered an end-to-end ML pipeline for customer churn prediction using neural networks. Processed 7,045 customer records to enable proactive retention strategies with high accuracy.
Google Cloud Digital Leader
Advanced cloud computing and infrastructure
MathWorks MATLAB Certification
Advanced mathematical computing and simulation