Ishita Vohra
Student Researcher at Georgia Institute of Technology
Atlanta, Georgia, United States
Summary
👤
Senior🎓
Top SchoolIshita Vohra is a systems-focused ML researcher and engineer with eight years of experience building high-throughput, production-grade inference and data pipelines. At Georgia Tech she designed a real-time serving system handling tens of thousands QPS with 99.99% SLO attainment and led profiling work that exposed CPU/GPU/memory/network bottlenecks in agentic AI workloads. Her industry work includes deploying a RAG-based support agent at Adobe that cut team workload by 70% and past roles at Goldman Sachs where she optimized memory and reduced processing time by nearly half for large-scale financial data joins. Equally comfortable in research and production, she combines GPU-aware optimization (PyTorch 2.0, CUDA Graphs) with practical scheduling and compression pipelines to improve latency and accuracy. She also mentors and teaches, having onboarded new hires and instructed courses from algorithms to Game AI, and is seeking full-time ML/AI infrastructure roles starting June 2026.
8 years of coding experience
4 years of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at Georgia Institute of TechnologyBachelor of Technology - BTech, Computer Science, Bachelor of Technology - BTech, Computer Science at International Institute of Information Technology Hyderabad (IIITH)
Github Skills (14)
unity3d9
serve9
deep-reinforcement-learning8
simulations8
intelligent8
reinforcement-learning7
encoder7
ml-agents6
machine-learning6
deep-learning6
skip6
nlp5
pytorch4
imitation-learning3
Programming languages (3)
Github contributions (5)
ishitavohra3110/Web-Scraping
Apr 2018 - Jul 2020
Contributions:4 pushes, 1 branch in 2 years 3 months
ishitavohra3110/JetPack-Joyride
Mar 2019 - Sep 2020
Contributions:3 pushes, 1 branch in 1 year 6 months
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