Jagrati Gogia

self-supervised video representation learning

world models

JEPA architectures

procedural activity understanding

domain-specific benchmarks

large language models

fine-tuning

information extraction

retrieval-augmented generation

transformer-based recommendation

credit risk modeling

fraud detection

financial machine learning

automated underwriting

combinatorial optimization

vehicle routing

facility location planning

supply chain operations research

time series forecasting

demand prediction

sequential recommendation

pricing optimization

real-time stream processing

feature engineering

ML serving infrastructure

data pipeline systems