Ipsita Ghosh

Worked with Dr. Arunesh Sinha on low-rank optimization in reinforcement learning from human feedback (RLHF) and robust game theory applications.

• Accelerated manufacturing systems with data-driven and model-driven solutions
• Developed solutions using Online Change Point Detection for anomaly detection
• Implemented Bayesian Optimization for system parameter tuning
• Applied Self-Supervised Representation Learning for feature extraction from sensor data

Developed Bayesian Optimization and Deep Learning solutions for manufacturing optimization problems.

• Developed Deep Learning models for position estimation from IMU sensors
• Performed location analysis from smartphone sensor data

Advisor: Dr. Christian Kümmerle

Member of the UCF Institute for Artificial Intelligence