Sumanth Ratna
Healthcare And Life Sciences at Renaissance Philanthropy
New York City Metropolitan Area United States
Summary
🤩
Rockstar🎓
Top SchoolSumanth Ratna is a Health AI practitioner and engineer with eight years of experience building applied machine learning systems across academia, industry, and startups in the New York City area. He has driven research-to-product efforts—accelerating intraoperative histology scanning, predicting pathology stages, and advancing AI-for-health initiatives at Microsoft’s AI for Good Lab and CHAI where he led projects like Applied Model Card and the CHAI Registry. As a contributor to the high-profile Ray project at Anyscale, he improved Ray Tune and core runtime tooling, reflecting strong back-end and automation skills for distributed ML workloads. His work spans domains from digital pathology to real-time bidding, demonstrating an ability to transfer research innovations into scalable engineering solutions. Notably, he combines deep technical work with strategic philanthropy advising on AI for science and global health, signaling both technical depth and mission-driven impact.
8 years of coding experience
5 years of employment as a software developer
Thomas Jefferson High School for Science and TechnologyBachelor's degree, Computer Science, South Asian Studies, Bachelor's degree, Computer Science, South Asian Studies at Yale UniversityMaster's degree, Computer Science, Master's degree, Computer Science at Yale School of Engineering & Applied Science
Spanish, English
Stackoverflow
33reputation
3kreached
1answer
2questions
Github Skills (17)
python10
hyperparameter-optimization10
ray10
documentation10
testing9
dockers9
docker9
automations8
automation8
data-science8
deploying7
machine-learning7
distribute7
e-mail6
eclipse6
Programming languages (22)
Github contributions (5)
ray-project/ray
Apr 2020 - Jul 2022
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Role in this project:
Back-end Developer & Automation Engineer
Back-end Developer & Automation EngineerContributions:89 reviews, 38 commits, 49 PRs in 2 years 3 months
Contributions summary:Sumanth primarily contributed to the Ray Tune component, addressing installation issues, fixing documentation errors, and implementing features like version options and shim instantiation. They also made several code improvements related to hyperparameter optimization, including type checking and fixing typos. Their work extends to core system functionalities with addition of validation to `ray.ray_constants.env_integer` and fixes in `docker` and `docs`.
pythonconsistsruntimetensorflowserving
sumanthratna/grade_view
Feb 2019 - Jun 2020
An app for FCPS SIS with lots of additional functionality.
Contributions:1 PR, 79 pushes, 1 branch in 1 year 3 months
androidadditionalandroid-appfluttersis
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