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michaelhla's Projects

altdrugs.ai icon altdrugs.ai

Variational autoencoder for de novo generation of small molecule alternatives to overpriced pharmaceuticals. Trained on SMILES data and validated using Autodock Vina

clock-experiments icon clock-experiments

synchronization experiments with machines simulating different clock speeds

dot.opt icon dot.opt

Experimentation on distributed CPU training and performance comparisons against single V100. Results high coordination cost makes CPU training impractical regardless of number of nodes

hla-proto icon hla-proto

A python chat server written from scratch in two implementations: websockets and grpc. Self defined wire protocol optimized for chat. Load tested and thread safe.

litgpt icon litgpt

a novel retrieval method for literature review using LLMs

replication-proto icon replication-proto

fault tolerant and persistent chat application with self defined wire protocol

rosette icon rosette

A website for open courseware and scientific findings built on react and node.js

virtumed-main icon virtumed-main

A website for physicians to launch personalized, private telehealth services

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