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šŸ‘‹ Hi, Iā€™m @randxie, a data scientist turned machine learning system engineer, currently working on Large Language Model.

Previously, I led the ML platform team in Robinhood to build feature store, ML model training / serving / monitoring and generative AI infrastructure. I also spent 2.5 years in Google Cloud - Vertex AI doing similar things (built ML infrastructure products on Google cloud). In my free time, I enjoy building open-source software and participating in data science challenges (Kaggle profile).

Before working on machine learning, I worked on machines. I hold a bachelor and master in mechanical engineering, and had spent 4 years in the field of predictive maintenance, including:

Rand Xie's Projects

db-gpt icon db-gpt

Revolutionizing Database Interactions with Private LLM Technology

ditto icon ditto

A self-ailgnment method for role-play. Benchmark for role-play. Resources for "Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment".

fastchat icon fastchat

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

feast icon feast

Feature Store for Machine Learning

ggml icon ggml

Tensor library for machine learning

llm-law-home-safe icon llm-law-home-safe

The cleaned source code for project "Home Safe" in Stanford LLM x Law Hackathon

mlx icon mlx

MLX: An array framework for Apple silicon

nerfshop icon nerfshop

NeRFshop: Interactive Editing of Neural Radiance Fields

opencat icon opencat

An affordable Boston Dynamics-style quadruped robot dog for STEM education and AI-enhanced services.

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