yingding Goto Github PK

followers: 16.0 following: 11.0 repos: 162.0 gists: 1.0

Name: Yingding Wang

Type: User

Company: LMU

Blog: http://ittec.wordpress.com/

Hi there 👋

About Me:

I am a Machine Learning Engineer, Data Scientist, Android and Wear OS by Google Developer

excited about advances in eHealth, mobileHealth, personalised medicine
interested in distributed ML and computation, mobile and cloud computing, federated ML
championed GenAI and Agentic Workflows for research and data analytics

OSS Contributions:

Creator of ApplyLLM PyPI python package to help apply LLMs in local CUDA environment fast (Feburary 2024)

Talks:

"Road To Certification - Professional Data Engineer" as guest speaker at Google Developer Groups Cloud Munich virtual events (June-July 2024)
"Level up Gemini with RAG Agent using Agent Builder" 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" at Google Developer Groups Malta, DevFest on Campus 2023 Msida (December 2023)
"SHAP 101: post-hoc model agnostic explanation and beyond" at Kaggle Munich (18 April 2023)
"Automating Data Science Research with Kubeflow" at Google Developer Group Cloud Munich (5 October 2022)
"On Device Machine Learning" at 11 Weeks of Android at Virtual Google I/O 2020 (May 2020)
"Pervasive Persuasion for Stress Self-Regulation" at PervasiveComputing and Communications Workshops, IEEE, Kyoto, Japan (11 March 2019)

Yingding Wang's Projects

ab-testing-in-ml

Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.

ai-everyday

code examples for ML and AI techniques which can be used in combined and sophisticated manner

ai-for-beginners

12 Weeks, 24 Lessons, AI for All!

airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

airflow-examples

repo comprises examples of airflow DAG

aks-bootcampworkshop-052023

AKS workshop sample files

alexa-cookbook

A series of sample code projects to be used for educational purposes during Alexa hackathons and workshops, and as a reference for tutorials and blog posts.

android-concurrent

Java Examples for Concurrent Thread Handling, Storage Access

android-datalayer

android-examples

With androidx lib and compileSDK above 28.0.3

android-heart-rate-monitor

Android heart rate monitor

android-screen-monitor

Android Screen Monitor

android-sentence-encoder

this repo demonstrate using the sentence encoder on android with tf lite

android-wear-color-picker

A color picker activity optimized for Wear OS (aka Android Wear). Handy for watch face settings.

android_guides

Extensive Open-Source Guides for Android Developers

androiddevchallenge

#AndroidDevChallenge 2019 : Instant Stress Detection through Estimation of Heart Rate Variability using Wear OS Smartwatches

androidmlflow

An android machine learning pipeline framework to support developers building transfer learning pipeline on android and wear os by google devices with ease.