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Hao Sun

Hi! I'm an ML Research Engineer currently working on LLMs & AI Agents at a startup in Shanghai, China. I have 8 year experience on NLP & Software Engineering. I'm also an SCPD student in Artificial Intelligence at Stanford University currently researching on LMs & generative AI, and an alumni of University of California, Berkeley in Computer Science.

I co-founded and worked as CTO in startups Whimly LLC. and Beijing Youli Technology Co., Ltd focus on Travel and Social Networking web / mobile applications. I also worked as Principal Software Engineer and the AI Lead in Veeva Systems China on CRM system.

I researched and implemented an easy to hack Backpack Language Models repository in Stanford University mentored by John Hewitt, and achieved best custom project on CS224N (2023). The refined work was accepted by BlackboxNLP 2023.

I co-founded academic NGO Jungus and maintained the personality/psychological tests services with annually 5M+ testers and collaborated with top universities in China.

Works

  • Whimly LLC. (2015-2018, CTO)
  • Beijing Youli Technology Co., Ltd (2018-2020, CTO)
  • Veeva Systems China (2021-2023, Principal Software Engineer)
  • Undisclosed AI Startup (2023-, ML Research Engineer)

Research

Other Projects

Languages & Hobbies

  • Languages: Chinese (native), English (business), Japanese (N1)
  • Hobbies: anime, games, travel, musical, global history

Contact

Hao Sun's Projects

alpa icon alpa

Training and serving large-scale neural networks

nanobackpacklm icon nanobackpacklm

The simplest repository for training medium-sized BackpackLM for cs224n

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nebula-carina icon nebula-carina

A pydantic based python ORM framework for graph database NebulaGraph 3.

nya icon nya

a 2d bullet game for New York Alice

score_sde_pytorch icon score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

vsearch icon vsearch

An Extensible Framework for Retrieval-Augmented LLM Applications: Learning Relevance Beyond Simple Similarity.

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