Santhoshini Gongidi
Machine Learning Engineer II at Stack AV
Pittsburgh, Pennsylvania, United States
Summary
👤
Senior🎓
Top SchoolSanthoshini Gongidi is a machine learning engineer with ~10 years of experience building production ML and computer vision systems, currently focused on robotic perception for autonomous trucks. Her work spans industry and academia—from leading wafer-anomaly detection and auto-labeling pipelines at Micron to advancing 3D foundation models and GPU-kernel optimizations at CMU—where she matched RGB-D baselines with geometry-aware diffusion policies. She has strong end-to-end execution experience across dataset creation, model optimization, and cloud inference pipelines, and has led small cross-functional teams to production. Notably, she compressed image token counts by 50% with a text-aware ViT tokenizer and wrote custom Triton kernels to accelerate global attention for 3D models. Based in Pittsburgh, she’s graduating from CMU SCS (Dec ’25) and seeks ML/CV roles that marry efficient, scalable models with real-world robotics and edge applications.
10 years of coding experience
4 years of employment as a software developer
Master's degree, Computer Science, Master's degree, Computer Science at International Institute of Information Technology Hyderabad (IIITH)Engineer's Degree, Computer Science, Engineer's Degree, Computer Science at Indian Institute of Information Technology, SriCityMaster's degree, Computer Vision, Master's degree, Computer Vision at Carnegie Mellon University
English, Telugu, Hindi
Github Skills (28)
image9
command-line-interface9
linux9
lint9
code-analysis9
rights9
macos8
linting8
cli8
python8
windows8
java8
linter8
image-processing8
imaging6
Programming languages (2)
Github contributions (5)
Sanny26/indic-htr
May 2021 - Sep 2021
Contributions:8 commits, 7 pushes, 3 branches in 3 months
Sanny26/demoapp
Jan 2019 - Nov 2020
Contributions:47 pushes in 1 year 10 months
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