Machine Playing Pong Unsupervised with Genetic Algorithms 🧬
June 24, 2024Building an unsupervised genetic learning algorithm that learns to play pong like atari in 15 minutes in Python.
01.
Blogs
02.
About me
I’m a software engineer based out of San Francisco, CA who enjoys studying algorithms. I recently graduated from the University of Washington in Seattle, WA studying Applied Physics with a Bachelors degree and have had industry experience working as a Python/Javascript engineer at various startups/technology companies and hedge funds. Most recently I was a full stack engineer at Autodesk working on User Profile APIs and infrastructure. I currently work on a blog posting about algorithm/AI concepts and always working on various projects to write more about. I am constantly curious in how technology and intersections of various related fields can continue to be applied to various scientific/quantitative/technological problems in life to better improve conditions and improve learning for all.
Technologies i’ve been working with
- Typescript/React/redux
- python
- pytorch
- langchain
- postgres
- DuckDB
- ollama
- huggingface
- redis
- mongoDB
- tensorflow
- serverless (AWS Lambda)
03.
Experience
- Software Engineer @ Autodesk
- Software Engineer Intern @ Autodesk
- Software Engineer Intern @ Valravn Capital
- Software Engineer Intern @ Heali.ai
- Software Engineer Intern @ Nipun Capital
- Software Engineer Intern @ Minted