Zehang Li
Espoo,Finland
Summary
- Pursuing a Master's degree in Machine Learning, Data Science, and Artificial Intelligence at Aalto University, with a minor in Human-Computer Interaction.
- Studied in China, the UK and Finland. Received seven years of continuous English-only education starting from high school.
- Received systematic education in computer science since high school, with a solid foundation in mathematics (especially statistics) and programming.
- Proficient in data science and machine learning theories, methods, and practical applications.
- Eager to explore new technologies and tools, quickly learn and adapt by leveraging transferable skills to master them.
- Demonstrated ability to collaborate effectively with professionals from diverse cultural and disciplinary backgrounds.
Overview
4
4
years of professional experience
Work history
Data Analyst (Remote, as apprentice)
Google
, United States
06.2022 - 09.2022
Supervised by Dr Jian Lian (jianlian@google.com)
Study cases:
- Video comment analysis with Naive Bayes classifier
- Collaborative filtering in tourism recommendation
- Stock prediction with BigQuery and traditional LSTM and linear regression approach
- Using decision trees methods to assist ophthalmologists in customizing contact lenses for patients
- CTR prediction with DIEN model
Course Teaching Assistant
Aalto University
Finland
10.2024 - 12.2025
Course: Computational Design and Interaction
- Introducing modern computational and model-based approaches to human-computer interaction, especially the applications of reinforcement learning and computational rationality in user interface design and user behavior modelling.
Duties: answer students' questions, grade and provide feedback on students' assignments, gather course feedback and assist the professor in refining the teaching materials.
Game Developer in C# (Remote)
LES JEUXA LIMITED
, Hong Kong SAR
05.2022 - 08.2022
- Engaged in back-end development of a rhythm game, which was majorly made with the Unity engine based on C#
- Responsible for the module detacting and evaluating rhythm hits and the module for player performance evaluation after each round of the game is complete
- Took part in the UI design and implementation of the modules for the menu screen, settings screen and login screen
Education
Master of Science - Machine Learning, Data Science and Artificial Intelligence; Minor in Human-Computer Interaction
Aalto University
Espoo, Finland 08.2023 -
Bachelor of Engineering - Computer Science
University of York
York, United Kingdom 08.2020 - 07.2023
Skills
- Expert: Python R
- Proficient: C# Java Haskell SQL C HTML CSS JavaScript
- Data Analysis: Bayesian Data Analysis Data Mining Data Visualization
- Machine Learning: Deep Learning Reinforcement Learning Natural Language Processing Federated Learning Computer Vision GPU Computing
- Software Engineering: Requirement Engineering Software Architecture Software Testing Object-Oriented Design
- Others: Google Cloud Platform Unity Git Linux LaTeX
- Interaction Design UI/UX Design Cognitive Ergonomics Human Factor Engineering User Modelling
Programming Languages:
Technical Skills:
Human-Computer Interaction Skills:
- UI/UX Design: Figma Framer
- Productivity: Word Excel PowerPoint
- Multimedia: Adobe Photoshop Adobe Illustrator Adobe Audition Vegas Pro FL Studio
- Chinese (Native)
- English (Full Professional Proficiency)
- Japanese (Limited Working Proficiency)
- Finnish (Beginner)
Design and Productivity Tools:
Languages:
Affiliations
- Composing Electronic Music
- Railway, Metro, and Tram Enthusiast
- Travel
- History
References
References available upon request.
Projects
Master's Thesis - Reinforcement Learning-Based Attention Management System Supporting Multitask Switching and Simultaneous Operation of Multitasking
- Ongoing
- Key skills: Reinforcement Learning, POMDP, Computational Rationality, Interactive AI, Human-Computer Interaction, Cross-disciplinary (Machine Learning & Cognitive Science)
Bachelor's Thesis - RoBERTa-Based Visual Dialog Agent
- May 2023
- Key skills: Natural Language Processing, Multimodal Fusion, Computer Vision, Transformer, Deep Learning, Language Model Fine-Tuning, Generative AI
Investigating Relationships Between Web Search Behavior and Mental Health
- Ongoing
- Key skills: Data Mining, High-Dimensional Data Processing, Large-Scale Data Processing, Natural Language Processing, Time Series Analysis, Cross-disciplinary (Data Science & Social Science)
User Mouse Behavior Capture & Analyze Tool for Human-Computer Interaction Research
- May 2024
- 56 stars on Github: RumiaTouhou/HCI_Research_Tool_Mystia
- Key skills: Human-Computer Interaction, User Behavior Analysis
Dolphin HR Platform: Solution to a Clearer, Fairer and Simpler Employee Dismissal Process in SMEs
- Feb 2023
- Key skills: Figma, UI/UX Design, Software Engineering, Requirement Engineering, Software Architecture, Cross-disciplinary (Computer Science & Law)
Timeline
Course Teaching Assistant
Aalto University
10.2024 - 12.2025
Master of Science - Machine Learning, Data Science and Artificial Intelligence; Minor in Human-Computer Interaction
Aalto University
08.2023 -
Data Analyst (Remote, as apprentice)
Google
06.2022 - 09.2022
Game Developer in C# (Remote)
LES JEUXA LIMITED
05.2022 - 08.2022
Bachelor of Engineering - Computer Science
University of York
08.2020 - 07.2023
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