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https://github.com/yingding/yingding


https://github.com/yingding/yingding

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README

          

### Hi there 👋

### About Me:

I am an AI Architect, Machine Learning Engineer, Data Scientist
- interested in distributed and federated machine learning, mobile and cloud computing
- excited about advances in eHealth, mobileHealth, personalised medicine
- championed the use of GenAI and Agentic Workflows for research and data analytics

### OSS Contributions:
- Creator of [ApplyLLM](https://pypi.org/project/applyllm/) PyPI python package to help apply LLMs in local CUDA environment fast (Feburary 2024)

### Talks:
- ["Road To Certification - Professional Data Engineer"](https://gdg.community.dev/gdg-cloud-munich/) as guest speaker at Google Developer Groups Cloud Munich virtual events (June-July 2024)
- ["Level up Gemini with RAG Agent using Agent Builder"](https://gdg.community.dev/events/details/google-gdg-cloud-munich-presents-hybrid-google-cloud-next-watch-party-nordcloud-1/) at Google Developer Groups Cloud Munich "Cloud NEXT" event, at IBM Nordcloud (April 2024)
- ["Entity extraction from medical reports in German with LLM on GCP"](https://gdg.community.dev/events/details/google-gdg-malta-presents-devfest-2023/) at Google Developer Groups Malta, DevFest on Campus 2023 Msida (December 2023)
- ["SHAP 101: post-hoc model agnostic explanation and beyond"](https://www.meetup.com/de-DE/kaggle-munich/events/292114145/) at Kaggle Munich (18 April 2023)
- ["Automating Data Science Research with Kubeflow"](https://gdg.community.dev/events/details/google-gdg-cloud-munich-presents-october-gathering-1/) at Google Developer Group Cloud Munich (5 October 2022)
- ["On Device Machine Learning"](https://www.youtube.com/watch?v=GZe5BKBnzho) at [11 Weeks of Android](https://www.youtube.com/watch?v=P-IcDKAlRL4&list=PLWz5rJ2EKKc9znUgvI7lFPE-v5Vw4mGwG) at Virtual Google I/O 2020 (May 2020)
- ["Pervasive Persuasion for Stress Self-Regulation"](https://www.computer.org/csdl/proceedings-article/percom-workshops/2019/08730850/1aDSMKrFM6A) at PervasiveComputing and Communications Workshops, IEEE, Kyoto, Japan (11 March 2019)