Summary
Overview
Work History
Education
Skills
Timeline
Generic

Kailun Hu

AI Engineer
CHENGDU,SICHUAN

Summary

I'm a student pursuing a master's degree in HSE in the field of Machine Learning and I'm also working at HUAWEI now. As an AI Intern at HUAWEI, I'm working on RLHF. Because of the project provided by HSE I'm also studying NLP in VK Education and Yandex School of Data Analysis.Thus I got Deep knowledge of LLM optimization and enhancement methods, including speculative reference, PEFT tricks, RL fine-tuning, and quantization.

Overview

1
1
year of professional experience
3
3
Languages

Work History

AI Intern

HUAWEI
St. Petersburg, St. Petersburg
02.2024 - Current
  • Working with team for research of RL Fine-tuning for LLMs. Raised accuracy of reward model about 1%.
  • Now working on optimization for ppo process in RLHF.

Education

Master of Science - Machine Learning And Data Analysis

National Research University Higher School of Econ
St. Petersburg
09.2023 -

No Degree - Machine Learning And Data Analysis

Yandex School of Data Analysis
Moscow
02.2024 -

Bachelor of Science - Mathematics And Computer Science

Peter The Great St.Petersburg Polytechnic Universi
St.Petersburg, Russia
09.2017 -

Skills

Python

C/C

Godot

PYTORCH

JAVA

C#

LUA

Timeline

AI Intern

HUAWEI
02.2024 - Current

No Degree - Machine Learning And Data Analysis

Yandex School of Data Analysis
02.2024 -

Master of Science - Machine Learning And Data Analysis

National Research University Higher School of Econ
09.2023 -

Bachelor of Science - Mathematics And Computer Science

Peter The Great St.Petersburg Polytechnic Universi
09.2017 -
Kailun HuAI Engineer