CV

PhD

Indian Institute of Technology, Hyderabad, India

Compiler Optimizations using Machine Learning

MTech

Indian Institute of Technology, Hyderabad, India

Compiler Optimizations using Machine Learning

BTech

Indian Institute of Information Technology, Vadodara, India

Computer Science and Engineering

The Next 700 ML-Enabled Compiler Optimizations

International Conference on Compiler Construction 2024

Authors: S. VenkataKeerthy, Siddharth Jain, U. Kalvakuntla, P. S. Gorantla, R. S. Chitale, E. Brevdo, A. Cohen, M. Trofin, R. Upadrasta

RL4ReAl: Reinforcement Learning for Register Allocation

International Conference on Compiler Construction 2023

Authors: S. VenkataKeerthy, Siddharth Jain, A. Kundu, R. Aggarwal, A. Cohen, and R. Upadrasta

Software Developer

Maximl Labs

Worked on developing software solutions to digitalize planning and monitoring of turnarounds operations in large‐scale industries

Software Developer Intern

Maximl Labs

Worked on developing algorithmic solutions for resource-leveling problems in turnaround operations in large-scale industries

Research Intern

IRLP Lab, DA-IICT

Worked on extraction and summarization of patients’ data from the medical reports using NLP techniques.

Kesav Nori Research Excellence Award

Received Kesav Nori Research Excellence Award for best MTech thesis in the system domain. Thesis title: Experiments with RL4ReAl: Benchmarking and Compile-Time Improvements

Prime Minister’s Research Fellowship

Received prestigious Prime Minister’s Research Fellowship