Cheng Liu

Chinese University Of HongKong(Shenzhen)

Master of Science, Data Science • 2024 — 2026

Hunan University

Bachelor of Science, Statistics • 2020 — 2024

• University-level first-class scholarship(2023)
• University-level second-class scholarship(2020)
• score:92.5/100, GPA:3.91/4, rank:6/46

Development of Zangge GPT Q&A website based on LLM

Main Team memeber • 2023.11 — 2024.1

Based on the OPENAI language model and the vector knowledge base matching faiss package, a set of text cutting algorithms, knowledge base searches and logic chain programs for large language models that are more suitable for the knowledge base of Zangge Mining Co., Ltd. are designed, and use js, css, html Designed and developed a Q&A website for the company.

AMP-Parkinson's Disease Progression Prediction

Captain • 2023.4 — 2023.6

Using biomedical data to develop a algorithm, which combined multiple ML model and DM method, to predict the disease progression of patients with parkinson, and our team achieved a top 8% ranking in that competition.

Soloar Radiation Intensity Prediction-Algorithm Design

Captain • 2022.9 — 2022.11

Based on fewer sunlight data, develop a CNN-LSTM model with some data mining to enhance the accuracy of predicting medium-long term solalr condition. As the result, our team got a top 2% ranking in all teams.

Impact of Registration System Policies on Shell Premium

Team memeber • 2022.5 — 2023.2;

Under the guidance of Professor Guohao Tang, we using DID model to analyse impact of registration policies on the shell premium of A share.

Develop a Math Model to Assist Used Car Company To Profit.

Team memeber • 2022.1 — 2022.5

Based on Beta, Geometric distribution and Bayes theorem, develop a pricing model to help used cars to profit. as the result, our team got national first prize in mathorcup Big Data Competition.

First Prize, The MathorCup Mathematical Modeling Competition

• Chinese Society of Optimization, Planning and Economic Mathematics [2022.03.18]

Third Prize, The Hunan Provincial College Student Mathematical Modeling Competition

• Chinese Society for Industrial and Applied Mathematics [2022.1]

9th Place, The Tianchi Big Data Analysis Competition (Season 1)

• Tianchi Big Data Competition Organizing Committee [2022.1]

9th Place, The Tianchi Big Data Analysis Competition (Season 2)

• Tianchi Big Data Competition Organizing Committee [2022.12]

First prize, Summer Social Practice of Hunan University's School

• Hunan University [2022.09]

Outstanding individual award, Summer Social Practice of Hunan University

• Hunan University [2022.09]

Bronze medal (Top 6%), Kaggle Parkinson's Freezing Gait Prediction Competition

• Kaggle, THE MICHAEL J. FOX FOUNDATION [2023.06]

Second prize, The Hunan Provincial College Student Statistical Modeling Competition

• China Statistical Education Society [2023.06]

Second prize, The Hunan University Market Survey and Analysis Competition

• China Business Statistics Association [2023.05]

Programming

Python/R/C++

Database

SQL, MYSQL, SQLITE

Modeling

Python DS/ML/LLM Libraries (Numpy, Pandas, Sklearn, Scipy) / Pytorch/ Tensorflow/Transformer

Professor Tang Guohao’s team, Hunan University

Team member • 2023.11 — Present

Quantitative Association of Hunan University

Team member • 2023.01 — Present

Architectural Planning Institute, Hunan University

Study committee • 2020.9 — 2021.3

• Deep Learning, LLM, NLG, AIGC, TM, Data Mining, Development

• Music, Hip-Hop, Watercolor, Outdoors, Basketball, Fitness(yes I have strong muscles just in the morning)

• I love socializing and communicating with like-minded people.

• ChengLiu.Learning.com
• ChengLiu's Github
• ChengLiu's Musician Homepage