Matthew Mo
Applied ML & Context Engineer, AI Systems & automation in Science
Network
802 connectionsNetwork
802 connectionsSummary
Work
Education
Projects
Writing
AI Dev: Start an All-in-One Linux Development Container in 1 Line
February 1, 2024Details the setup and usage of an all-in-one Linux development container for AI applications, emphasizing portability and efficiency.
Probabilistic Neural Network for Supervised Learning — Aging Clock HealthTech Example
March 1, 2023Explores modeling organ-specific chronological age offset through disease states and blood profile data using a probabilistic neural network, utilizing PyTorch Lightning and public datasets like NHANES.
Graph Isomorphism Neural Networks — Drug Discovery Example
February 1, 2023Discusses molecular properties regressive modeling using Graph Isomorphism Networks (GINs) for drug discovery, detailing data featurization using RDKit and GIN architecture.
ML Ops with Containerized Torch Serve — Movie Recommendation as Example
November 1, 2022An article detailing how to deploy machine learning models using containerized Torch Serve, illustrated with a movie recommendation system example, focusing on cloud environment agnostic inference.
Introduction to Direct Reinforcement Learning by Example
August 1, 2021An introductory article on direct reinforcement learning, using the example of finding optimal moves in Blackjack.
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