Tianye Ding
Research Assistant at Khoury College of Computer Sciences
Cambridge, Massachusetts, United States
Summary
🤩
Rockstar🎓
Top SchoolTianye Ding is a research-focused software engineer with seven years of experience blending machine learning research and engineering, currently a Research Assistant at Khoury College in Cambridge. He specializes in integrating structural priors—geometry, physics, and compositionality—into ML models, bringing a strong academic grounding from Northeastern University and hands-on experience at Ivy and the Chinese Academy of Sciences. Tianye contributes to open-source ML tooling, notably refactoring and maintaining backend components for the ivy project that converts ML code across frameworks. Comfortable in both research and applied settings, he has taught and mentored students, showing a knack for translating complex concepts into practical implementations. Colleagues describe him as intellectually curious—he does “research for fun”—and effective at bridging prototype research with production-quality code.
7 years of coding experience
2 years of employment as a software developer
High School Diploma, High School Diploma at Hangzhou Foreign Languages SchoolBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Northeastern University
Chinese, English
Github Skills (6)
python10
testing10
data-manipulation9
functional-programming8
machine-learning7
deep-learning7
Programming languages (3)
Github contributions (5)
ivy-llc/ivy
Jul 2022 - Nov 2022
Convert Machine Learning Code Between Frameworks
Role in this project:
Back-end Developer
Back-end DeveloperContributions:120 commits, 105 PRs, 57 pushes in 4 months
Contributions summary:Tianye's contributions primarily involve merging and refactoring existing code. The changes span across several modules including container creation, tests for losses and layer in the functional aspects and manipulation of data. The commit messages clearly indicate that the user is maintaining and integrating code within the project.
pythontensorflowframework-learningtemplatedata-science
JerryGCDing/ivy
Jul 2022 - Feb 2023
The Unified Machine Learning Framework
Contributions:204 pushes, 2 branches in 7 months
fairness-mlpythondata-sciencedeep-learningmachine-learning
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