Hi! I'm Subha. I'm a student at Stanford studying Computer Science. I'm interested broadly in NLP, reinforcement learning, and making GPUs fast(er)! I'm passionate about building performant systems that are accessible to all.
Projects:
- Turning a 2018 Honda Accord Into a Self Driving Car (NVIDIA Edge AI Track 1st Place, Treehacks 2026)
- Predicting Canopy Tree Height from Satellite Imagery (CS229 - Machine Learning Final Project)
- A Systematic Study of GRPO Post-Training for Reasoning-Action Consistency in Autonomous Driving (CS234 - Reinforcement Learning Final Project)
- Performant B200 Matmul Kernel using PTX
- Open-Source Image Editing Platform for Cultural Image Transcreation (EMNLP 2025)
- Partial Tensorization Algorithm to Compress Transformer Layers in VLMs (IEEE 2024)
- Metric-Based In Context Learning for Text Simplification (ACL 2023)
- Indoor Navigation System with UWB
... More projects on my profile!
Please reach out! Email: subha2 [at] stanford.edu
