My expertise is in deploying AI models and the infra that supports them, but recently I've been pushing myself to learn more about the actual creation and training process of AI models.
I've built distributed AI systems that can support 35,000 customers inferencing at 30,000 queries per second using XLM-RoBERTa and GPU nodes. A few months ago I made a sentiment classification tool that got to the front of HN (https://news.ycombinator.com/item?id=41620530), and once I noticed it was starting to gain traction I stayed up until 3AM fixing the bugs people were commenting about because I cared about them having the best experience possible. I've founded some companies before (Humanoid robotics and AI) and have leadership experience from when I was the lead mentor for a robotics team.
I recently built a neural net architecture from the ground up to play Rocket League: https://github.com/Mockapapella/RLAI. Code, training data, and trained model are all there. I've been writing up a walkthrough of the codebase that I'll be posting to my substack when it's done (https://thelisowe.substack.com/).
My expertise is in deploying AI models and the infra that supports them, but recently I've been pushing myself to learn more about the actual creation and training process of AI models.
I've built distributed AI systems that can support 35,000 customers inferencing at 30,000 queries per second using XLM-RoBERTa and GPU nodes. A few months ago I made a sentiment classification tool that got to the front of HN (https://news.ycombinator.com/item?id=41620530), and once I noticed it was starting to gain traction I stayed up until 3AM fixing the bugs people were commenting about because I cared about them having the best experience possible. I've founded some companies before (Humanoid robotics and AI) and have leadership experience from when I was the lead mentor for a robotics team.
I recently built a neural net architecture from the ground up to play Rocket League: https://github.com/Mockapapella/RLAI. Code, training data, and trained model are all there. I've been writing up a walkthrough of the codebase that I'll be posting to my substack when it's done (https://thelisowe.substack.com/).