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👋 I'm Andrew.

Currently

  • I'm CTO at Trainy (YCombinator Summer 2023) where I help customers spin up infrastructure for managing GPU clusters at scale aimed at generative AI training/serving applications. 🤖
  • Our reference architecture that I currently work on is Konduktor, a Kubernetes based platform built using existing open source tools, to make it easier for ML engineers to scale out model training on GPU clusters and give cluster administrators cloud native tools to maintain the health of their GPU clusters. 🚅
  • When I do get a free moment, I occassionally make small contributions to Skypilot. In the summer of 2023, this project saved my life and got me GPUs when I needed them. I highly recommend it and the team running it is awesome 😊 🛩️
  • Prior, I was professionally an ML Engineer at Hive AI where I led the ML engineering side for a logo detection product as well as internal research on stylistic transfer via textual inversion for text2image diffusion models.

In a previous life, I was a physics Ph.D. student 👨‍🔬 studying solid-state physics ⚛️ under Mike Crommie. You'll probably find a lot of my old research code here. My personal website is here, opinions my own.

Andrew Aikawa's Projects

fastchat icon fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

garage icon garage

A toolkit for reproducible reinforcement learning research.

llama_index icon llama_index

LlamaIndex (GPT Index) is a data framework for your LLM applications

mlb-youtube icon mlb-youtube

MLB-YouTube dataset, code and models for fine-grained activity recognition (CVsports 2018)

monet icon monet

MotionNet or MoNet: Physics informed deep learning code to classify the behavior and extract alpha exponent for trajectories from single particle tracking experiments

ocflib icon ocflib

Python libraries for account and server management

puppet icon puppet

Puppet config for OCF servers and lab machines

pykoi icon pykoi

pykoi: Active learning in one unified interface

skypilot icon skypilot

SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.

slowfast icon slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

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