CV
Education
- M.S. in Computer Science, University of California - Los Angeles(UCLA), 2025(expected)
- B.Eng. in Computer Science and Engineering, Hong Kong University of Science and Technology(HKUST), 2023
Work experience
- 2022 June - 2022 Aug: Junior AI Developer
- Vetrackr(Hong Kong)
- Duties includes:
- Collaborated with the team to contribute to risk management model of predicting taxi drivers’ security ranks
- Retrieved the weather data through Python web crawler, and collected driving data through plug-in detectors on taxis
- Implemented algorithms based on GPS to identify distinctive driving behaviors with over 90% accuracy.
- Established a deep learning system from scratch with multi-layer LSTM to predict driver risk appetite and recommended speed based on weather conditions, attaining a precision over 40%
- Evaluated the risk prediction model with saliency analysis to ensure the reliability and robustness
Skills
- Programming Language: C/C++, Python, Java, HTML, CSS, JavaScript(JS), SQL
- Machine Learning: Numpy, Pandas, Pytorch, CNN, Transformer, LSTM, Large Language Model(LLM), Casual Analysis
- Other skills: Cloud Computing(HDFS,Hadoop,Spark), Recommendation System, Blockchain, Computer Network
Publications
