个人简介
我叫刘奇（英文名 Qi Liu），出生于湖北省。2018年，我在中国矿业大学获得电子信息科学与技术专业的学士学位。2021年，我在清华大学获得控制工程硕士学位，研究方向主要是机器学习与生物信息学。随后，我在北京的全球健康药物研发中心数据科学团队工作了三年，积累了行业经验。2024年12月，我在德国慕尼黑大学（Ludwig Maximilian University of Munich, LMU）开始攻读博士学位，并加入了 Ertürk实验室。我的研究方向包括机器学习、基础模型，以及生物医学数据的处理与分析。工作之余，我喜欢打羽毛球、做饭和摄影。
兴趣爱好
- 人工智能
- AI4Science
- 生物医学数据处理
- 计算机软硬件
教育经历
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医学研究, 博士生, 至今
慕尼黑大学
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控制工程，硕士, 2021
清华大学
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电子信息科学与技术，学士, 2018
中国矿业大学
教育经历
M.Sc. in Control Engineering
- GPA: 3.8/4.0, Ranking: TOP 5%
- Advisor: Prof. Liu Ming
- Relevant Courses: Big Data Systems, Big Data Analytics, Pattern Recognition, Data Mining, Systems Engineering and Optimization
B.Sc. in Electronic Information Science and Technology
- GPA: 3.5/4.0, Ranking: TOP 5%
- Advisor: Prof. Liu Bing
- Related courses: Advanced Programming Language Design, Computer Architecture, Computer Networks, Data Structures, Operating Systems, Embedding System
工作&研究经历
AI Research, Associate Scientist | AI & Drug Discovery
- Led the design and development of an AI-generated project on small molecule drugs targeting the 3CL protein of COVID-19, proposing a novel approach to small molecule and protein processing.
- Participated in the design and development of ADMET property prediction projects for anti-viral and anti-malaria small molecule drugs, helping to establish a small molecule property prediction platform.
- Participated in the R&D of a project on the cryo-EM structure analysis of human abnormal fibrinogen with Peking Union Medical College, proposing a new analysis process and method.
Master’s Researcher
- I was responsible for the design and research of the “Cancer Early Detection and AI-Assisted Diagnosis Based on Tumor Liquid Biopsy Markers in Blood” project.
- I processed and constructed a DNA methylation dataset, and developed a new method for identifying tumor-specific DNA methylation sites and predicting the source of tumor tissue.
- The design and development of the “Medical Image Intelligent Annotation” project, in which I built multiple organ semantic segmentation models based on deep learning.
- I transformed the manual annotation software and developed an intelligent segmentation system and workflow for chest CT and MRI images. The project won the Excellent Enterprise Practice Award from the Department of Automation at Tsinghua University.
Undergraduate Researcher
- I was in charge of the design and development of “Image Natural Language Description Based on LSTM”. I created a Chinese image natural language description dataset and built multiple CNN+LSTM image description models.
- I compared the natural language description performance of the models on various datasets, and developed an application software. The project was named the Outstanding Undergraduate Graduation Project in 2018.
项目经历
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Target-specific Molecular Generation integrating protein-ligand interactions
荣誉奖项
- Tsinghua Comprehensive Excellence Scholarship (Top 10%), 2019
- CUMT Excellent Undergraduate Thesis (Top 10%), Xuzhou China, 2018
- CUMT First Prize Scholarship and Outstanding Student Award (Top 10%), Xuzhou China, 2017
- 1st Prize in The 13th National College Students’ Embedded System Design Competition, Beijing China, 2017
- 2nd Prize of East China Division in the 3rd National College Students’ “Internet+” Innovation and Entrepreneurship Competition, Nanjing China, 2017
证书
Mayo Clinic Healthcare Summit
Driving License (C1)
专业技能
Programming
Python, Shell, C++, Java
Data science
R, SQL, Excel
Web Dev
HTML, CSS, JavaScript
Scientific
LaTeX, Git/GitHub, MATLAB
Languages
Chinese (native), English (fluent), German (beginner)
Others
C, VHDL/Verilog, PCB
任职
Membership
Student Membership of Chinese Association of Automation (CAA)
Deputy head
- Responsible for the establishment, management, and organization of laboratory events, as a founding member, assisted the professor in designing laboratory management regulations, organized and managed a student team of dozens of people, and organized a series of activities including more than a dozen scientific and technological innovation competitions, lectures, and other events.
兴趣爱好
Sports & Music
Biking, Badminton, Music
Art & Design
Photographing, Adobe, Powerpoint, CAD, Solid works
Others
Cooking, GIS, Translating, Writing
联系方式
欢迎通过下列方式联系他.
- nihaoworld@outlook.com, qi.liu@ghddi.org
- 北京市永泰庄北路 1 号中关村东升国际科学园 2 号楼, 北京, 海淀 100192
链接
技术社区