PyTorch on TPU: Demonstrate LLM pre-training, RL and MPMD; Pathways, Shardy and OpenXLA integrations.

AI Link is a private, invitation-only community for entrepreneurs and technologists working to build great AI companies together.

LexText was founded by Jobe Danganan, formerly General Counsel of Homelight and Near, and Peter Harrington, Cofounder of Zillabyte (YC W12), to give lawyers superpowers. I'm excited to help them with ML, security, and GTM advice.

Masterful was a model development platform. It took your TensorFlow model + training data, and trained your model more efficiently and with better regularization than a hand crafted training loop. It's out of date now but you can still install it: `pip install masterful` and https://docs.masterfulai.com.

Engineering: coded deep learning CV model training algorithms. Researched and productized unsupervised learning and semi-supervised learning algorithms and meta-learning for regularization. Business: Raised seed round, successfully executed PLG marketing campaign.

Led Lionsgate's investment in Tubi's Series B.