Yiping Deng - Tech Lead II

Yiping Deng

Tech Lead II - ML Data

Dublin, Ireland

Join Prog.AI to see contacts

Summary

🤩

Rockstar

🎓

Top School

Yiping Deng is a Tech Lead II specializing in ML data infrastructure with 10 years of experience building scalable pipelines, feature stores, and hosted tooling for production ML at HubSpot. He has driven high-throughput data ingestion (terabytes/day), introduced vector DBs for RAG use cases, and manages JupyterHub and other ML engineer-facing platforms. His background spans big-data systems, database security, embedded AR device ML, and contributions to open-source AI server projects where he added profiling tools and API improvements. Academically trained in computer science and formal methods, he completed research on Hilbert’s Tenth Problem using Isabelle, reflecting a rare blend of practical engineering and mathematical rigor. Based in Dublin and AWS certified, he keeps sharp through long-distance running and an unexpected love of baking and LaTeX.

10 years of coding experience

6 years of employment as a software developer

Bachelor's degree Computer Science, Bachelor's degree Computer Science at Jacobs University Bremen

Chinese, English, Spanish, Japanese, German

Stackoverflow

Stats

1reputation

0reached

0answers

0questions

Github Skills (11)

javas10

api-documentation10

back-end-development10

api-design10

java10

scala10

documentation9

gradlew8

http8

gradle8

webscraping8

Programming languages (11)

TypeScriptJavaCSSC++RustJavaScriptGoLess

Github contributions (5)

loklak/loklak_server

Dec 2015 - Aug 2017

Distributed Open Source twitter and social media message search server that anonymously collects, shares, dumps and indexes data http://api.loklak.org

Role in this project:

Back-end & Documentation Engineer

Contributions:17 commits, 27 PRs, 121 comments in 1 year 7 months

Contributions summary:Yiping primarily contributed to the documentation of the API, specifically the `/api/threaddump.txt` and `/api/asset` endpoints. They fixed errors and added details to the API documentation, focusing on clarity and accuracy. Additionally, the user added a Scala-based profiling script and integrated a Weibo helper class into the project. They also refactored code and implemented build support.

sharesapianonymouslyindexessocial-media

fossasia/susi_server

Nov 2017 - Nov 2017

SUSI.AI server backend - the Artificial Intelligence server for personal assistants https://api.susi.ai

Role in this project:

Back-end Developer

Contributions:1 issue in 1 day

Contributions summary:Yiping primarily contributed to the server-side API documentation and functionality. Their work included fixing errors and adding documentation for the thread dump API and asset API in `api.html`. They also added a Scala-based profiling script using scalaj-http, demonstrating an understanding of performance analysis and potentially server optimization. Furthermore, they integrated a Weibo helper class.

apipythonartificialmachine-learningassistants

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.

Request Free Trial