Surya Chavali
Software Engineer at Meta
Menlo Park, California, United States
Summary
🤩
Rockstar🎓
Top SchoolSurya Chavali is a software engineer with a decade of experience designing and productionizing machine learning pipelines, specializing in computer vision for clinical and automotive applications. He contributed to PathAI’s first AI solution deployed in a clinical trial—developing high-accuracy models for breast cancer pathology—and later built deep-learning lane marker detection and ML infrastructure at Magna and Analog Devices. Comfortable in Python and C++, he bridges research and production, applying self-supervised and active learning techniques as well as C++ post-processing for real-time systems. His background includes formal verification research at UW–Madison and internships at Microsoft Research, reflecting a strong foundation in reliability and systems thinking. Now based in Menlo Park and currently at Meta, he combines rigorous academic training with hands-on engineering that moves models from prototype to safety-critical deployment. An understated strength is his focus on KPIs and measurement, ensuring ML models improve not just in accuracy but across operational stages.
9 years of coding experience
7 years of employment as a software developer
Indian Institute of Technology HyderabadMasters Computer Science, Masters Computer Science at University of Wisconsin-Madison
Telugu, English, Hindi
Github Skills (26)
asynchronous10
tla10
robotics10
formal-methods10
verification10
abstraction10
model-checking10
fsm-library10
event-driven10
declarative-programming10
formal-verification10
gleam10
state-machine10
fsm10
automata10
Programming languages (3)
Github contributions (5)
p-org/P-Boogie-Translation
Jul 2016 - Jan 2017
Contributions:93 pushes, 1 branch, 4 comments in 5 months
teja5832/setup
May 2019 - Aug 2019
Contributions:20 pushes, 1 branch in 2 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.