Mridul Katta

machine learning

applied machine learning

production ML systems ranking systems

recommendation systems

personalization gradient boosting

XGBoost

model calibration user behavior modeling

session prediction

sequence models feature engineering

real-time features

online inference fraud detection

anomaly detection

trust and safety A/B testing

experimentation

causal inference natural language processing

Tuning ML models

conversational AI

LLMs and LTMs

Auto prompt tuning

Agent Evalaution

Synthetic data generation for Agent evaluation