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Currently working as an independent consultant. I use my expertise in recommendation systems to helps fast-growing startups build out their RAG applications. I am also the creator of Instructor, Flight, and an ML and data science educator.

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  • 567 Advisors - 2023 - Present
  • Creator of Instructor - 2023 - Present
  • Sabbatical @ South Park Commons - 2023 - Present
  • Staff Machine Learning Engineer @ Stitchfix — 2016, 2018-2023
  • Prev, Meta, ActionIQ, NYU, Meltwater - 2013-2018
  • Computational Mathematics and Statistics @ University of Waterloo

RAG (Retrieval-Augmented Generation)

Career and Personal Development

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Talks and Podcasts

Jason Liu's Projects

appium icon appium

:iphone: Automation for iOS, Android, and Windows Apps.

dirichlet-vae icon dirichlet-vae

investigating use of variational auto encoders with multinomial latent variables for unsupervised data.

edu icon edu

Educational materials on deep learning by Weights & Biases

fbms icon fbms

Mark sweep is a collection of services that power automated facebook moderation

functionary icon functionary

Chat language model that can interpret and execute functions/plugins

grit-js icon grit-js

This repository contains curated Grit patterns for JavaScript.

ideas icon ideas

Collection of my ideas that I want to share publicly

instagraph icon instagraph

Converts text input or URL into knowledge graph and displays

kaggle-shelters icon kaggle-shelters

Yilun inspired me to actually participate. I'm going to do some data analysis and jump right into it.

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

llamatry icon llamatry

Telemetry for applications that use LLM tools.

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