About me
I am currently a senior undergraduate student at the School of Data Science of The Chinese university of Hong Kong, Shenzhen. During the fall term of the academic year 22-23, I had the valuable opportunity to study as a visiting student at The Chinese University of Hong Kong.
Research Experience
ESG Impact on Stock and Mean-Variance Portfolio (Apr. 2024 - Jun. 2024)
Role: Research AssistantArea: Finance
Supervisor: Assistant Prof. Sang Hu, CUHKSZ
Location: Shenzhen, China
- Conducted comprehensive literature review on the effect of ESG scores on stock return volatility and sharpe ratio in China’s A-share market.
- Implemented enhanced mean-variance models through Python, designed comparative analysis across varied ESG segments, proposed tailored investment strategies through ESG-derived efficient frontiers, and interpreted the underlying mechanism.
- Wrote a paper and published on the Journal of Research in International Business and Finance as co-first author. (Under review)
GAN-Based Handwriting Feature Extraction through LSTM (Feb. 2024 - May. 2024)
Role: Core MemberArea: Deep Learning
Supervisor: Assistant Prof. Tongxin Li, CUHKSZ
Location: Shenzhen, China
- Surveyed handwritten style extraction fields, modified the HiGAN+ model with an LSTM-based style encoder to generate realistic handwriting images with desired calligraphic styles, improved the capture of individual variability, and boosted accuracy by 1.08%.
- Developed an OCR-based pipeline, self-generated 50,000+ high-quality and annotated word-level images, systematized and strengthened the integrated handwriting dataset, and upgraded model accuracy by 2.99%.
Internships
Bytedance (May. 2024 - Aug. 2024)
Role: Lark Technical Support InternLocation: Shenzhen, China
- Delivered expert technical support for Lark's product suite and facilitated user behavior data analysis.
- Spearheaded data migration and analysis initiatives, implementing AI-driven sentiment analysis with JavaScript.
- Established advanced automation for quality control and KPI reporting, reducing manual errors by 21%.
Sony Research and Development Center (Dec. 2023 - Mar. 2024)
Role: LLM Application and Development InternLocation: Shenzhen, China
- Directed the LLM-Based Robot Feeding Project from inception, expedited model accuracy to 88.2%, and implemented field deployments.
- Designed the ReAct framework for LLM serving as the central control unit for the robot, initiated LLM interaction with external environments for information acquisition & reasoning trail analysis & task- specific action generation & reliable response delivery.
- Constructed the Vector Skill Library to fully execute the robot's autonomous operations (skill summaries, updates, task-based filtering, self verification, sophisticated tasks processing), greatly accelerated its operational intelligence within a reduced timeframe of 70%.
Shenzhen Research Institute of Big Data (Jun. 2023 - Dec. 2023)
Role: Research AssistantLocation: Shenzhen, China
- Contributed to the GPT training project at Shenzhen Talent Bureau, streamlined text preprocessing and data cleaning processes.
- Utilized Python web scraping and advanced OCR to extract relevant text information, established a complete and accurate training dataset.
- Utilized Python web scraping and advanced OCR to extract relevant text information, established a complete and accurate training dataset.
MEL LAB PTE. LTD. (Jun. 2023 - Sept. 2023)
Role: Remote Front-end InternLocation: Singapore
- Developed an advanced web-based interface using Flask and full-stack technologies for dynamic visualization of speech waveforms, spectrograms, and artificial segmentation probabilities of uploaded audio.
- Used micro-service architecture and parallel processing to resolve model reloading issues, expedited runtime efficiency and system performance.
- Used micro-service architecture and parallel processing to resolve model reloading issues, expedited runtime efficiency and system performance.
Shenzhen Institute of Data Economy (Jun. 2023 - Sept. 2023)
Role: Algorithm Intern (COSCO Shipping Smart Scheduling Project)Location: Shenzhen, China
- Used micro-service architecture and parallel processing to resolve model reloading issues, expedited runtime efficiency and system performance.
- Utilized pruning, dynamic programming, and constraint optimization to enhance runtime efficiency, swiftly generated clear Gantt charts.
- Derived and implemented an operations research model to automate scheduling, documented parameter functions & tuning strategies.
Extracurricular Activities
Undergraduate Student Teaching Assistant (Sept. 2022 - Apr. 2024)
Selected for outstanding academic performanceCourses: Stochastic Process, Linear Algebra
Institution: Chinese University of Hong Kong, Shenzhen
- Assisted professors in promoting teaching effectiveness by instructing office hours and tutorials, grading assignments, and guiding students.
- Taught over 500 students, demystified key concepts, and earned widespread praise from both professors and students.
Statistics Alliance (Oct. 2021 - June. 2023)
Role: Academic Committee OfficerInstitution: Chinese University of Hong Kong, Shenzhen
- Invited as the keynote speaker for optimization and statistical theory review lectures, attracting over 300 participants.
- Organized academic discussion forums and expert seminars aimed at promoting knowledge exchange and outreach in mathematics and computer science.
Cooking Pioneer (Oct. 2022 - Oct. 2023)
Role: Event OrganizerInstitution: Chinese University of Hong Kong, Shenzhen
- Planned and organized food-themed workshops, including large-scale events on and off campus.
- Led the design of innovative activities and interactive sessions to engage participants, providing an enjoyable and educational learning experience.