Austin Welch
Senior Applied Scientist @ AWS Generative AI Innovation Center
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About
Austin Welch works in AI engineering and ML & data science, based in NYC (AWS). Senior Applied Scientist @ AWS Generative AI Innovation Center. Public projects on GitHub include Realtime Lunarlander (Realtime LunarLander experiments with LLMs, imitation learning, and DAgger), Python-ML (some python code/templates for various data science and machine learning applications) and Resources-for-ML (concept descriptions, lecture notes, papers, and cheatsheets related to Data Science and Machine Learning), mostly written in Jupyter, Python and MATLAB.
Projects 6
- github.com
Realtime Lunarlander
Realtime LunarLander experiments with LLMs, imitation learning, and DAgger.
- github.com
Python-ML
some python code/templates for various data science and machine learning applications
- github.com
Resources-for-ML
concept descriptions, lecture notes, papers, and cheatsheets related to Data Science and Machine Learning
Python-code
a bunch of random python code, mostly non-ML/datasci stuff (placed elsewhere)
github.com- github.com
Introduction-to-Time-Series-Forecasting-with-Python
Code for the book: Introduction to Time Series Forecasting with Python
- github.com
Blind-Signal-Separation-Project
FastICA for blind signal separation of linearly mixed images