- Leading AI Technology Enterprise, Evaluation strategies of large language models applied to public affairs, 2025-02 to 2025-03
- Major Telecommunications Operator (Hong Kong), Big data and AI application collaborative R&D: Building an integrity system based on mobile user behavior, 2024-08 to 2026-02
- Technology Enterprise, Shenzhen digital talent survey, 2024-07 to 2024-10
- Large State-owned Commercial Bank (Shenzhen Branch), Greater wealth management, 2022-07 to 2024-08
- State-owned Power Grid Enterprise, Digital grid open-source community operation model design and prototype system construction, 2022-11 to 2024-06
- Sustainable Digital Technology Startup, Research on the elderly care industry, 2023-02 to 2023-03
- Shenzhen-based Financial Research Institute, Specific customer groups and supporting industries, 2022-04 to 2022-07
- Joint-stock Commercial Bank (Shenzhen Branch), Flash loan business development strategy in the big data era, 2021-12 to 2022-05
- Leading Payment Platform, Digital currency development trends and regulatory recommendations, 2021-12 to 2022-03
Research Schemes (PI/Primary Participant)
- National Natural Science Foundation of China, General Project, The impact of performance evaluation policies on corporate governance and business activities of SOEs, 2023-01 to 2026-12
- Shenzhen Science and Technology Innovation Commission, Doctoral Basic Research Initiation, Research on the statistical models of firm total factor productivity in the context of big data, 2023-04 to 2025-04
- Jiangsu Provincial Federation of Philosophy and Social Sciences, Jiangsu Provincial Decision-making Consulting Research Base Project, Promoting the construction of low-carbon healthy Jiangsu, 2023-08 to 2024-01
- Zhenjiang Federation of Philosophy and Social Sciences, Zhenjiang Social Science Applied Research Excellent Project, The path of digital empowerment of Zhenjiang local government smart governance from Shenzhen’s experience, 2022-05 to 2022-09
Collaborations on Public Affairs
- Sci-Tech Innovation Administrative Bureau, 2021–2022. The collaboration focused on high-tech enterprise reporting, text-analysis-based project evaluation, and an automated R&D funding approval system, streamlining bureau operations and improving governmental efficiency.
- Government Services & Data Governance Bureau, 2023–2024. An evaluation index system for large language models in people’s livelihood appeals was developed. The initiative was recognized by the Municipal People’s Livelihood Appeal Service Center, which issued a thank-you letter to acknowledge its positive impact.
- Talent Development Bureau, 2023. The project developed a talent information large language model. Results were presented at a municipal talent recruitment and intelligence introduction event and the Global Innovative Talent Forum.
- Education Administrative Bureau, 2021. The project focused on data applications for students’ non-cognitive ability profiling, exploring how big data and econometric models could optimize teaching plans to enhance non-cognitive skill development and educational outcomes.
- Urban Quantitative Management Research Center, 2021–2023. The collaboration encompassed research on human-room data-driven building profiling, hidden fire risk prediction/identification, raw data governance, and specialized financial lecture sessions.