Prateek Raj Srivastava (Preferred)
Prateek Srivastava
Prateek R. Srivastava
Prateek Raj Srivastava
Senior AI/ML Researcher, Software Technology and Innovation Center (STIC), SLB
Joined
September 2025
Names
,
,
Emails
****@utexas.edu (Confirmed)
Personal Links
Career & Education History
Senior AI/ML Researcher
Software Technology and Innovation Center (STIC), SLB (slb.com)
2024 – Present
Applied Scientist
Amazon.com, Amazon (amazon.com)
2021 – 2024
PhD student
Institute for Foundations of Machine Learning (IFML), University of Texas at Austin (utexas.edu)
2015 – 2021
MS student
Operations Research , University of Texas at Austin (utexas.edu)
2013 – 2015
Undergrad student
Industrial Engineering, BITS Pilani, Birla Institute of Technology and Science (pilani.bits-pilani.ac.in)
2009 – 2013
Advisors, Relations & Conflicts
Expertise
Domain Adaptation
, Finetuning of Large Language Models
, Transfer Learning
, Self-supervised Learning
, Parameter efficient finetuning
2021 – Present
Multimodal learning
, Vision-Language Models
, Contrastive Learning
, Cross-Modal Alignment
2021 – Present
Clustering
, Kernel methods
, Representation Learning
, Manifold learning
, Graph-based ML
2015 – Present
Convex optimization
, Non-Convex Optimization
, Optimization methods for deep learning
2015 – Present
Statistical learning theory
, High-Dimensional Statistics
, Random Matrix Theory
, Concentration Inequalities
2015 – Present
Data-driven decision-making
, Reinforcement Learning
, Markov Decision Processes
, Linear programming
, Integer Programming
2013 – Present
Optimization under uncertainty
, Distributionally robust optimization
, Stochastic Optimization
2013 – Present