【Power BI Copilot Project】• Engineered Generative AI chatbot for Power BI Copilot, empowering 50+ global sales ops to resolve queries in 5 minutes vs. 1 hour, boosting efficiency by 92%.• Designed software process flow diagrams• Tools: Python, Docker, LLM, RAG, LangChain framework【Data Fabric Project】• Spearheaded development of an advanced Search Account and Contact engine using NLP techniques, significantly improving data retrieval accuracy and efficiency.• Developed and maintained 10+ data pipelines for data transformation.• Assisted in migrating the CRM system by developing new APIs and collaborating with the R&D team.• Conducted customer data cleansing, validation, and enrichment for multinational enterprises.• Designed data flows and integrated third-party platform data.• Tools: NLP libraries (sklearn, fuzzywuzzy), Third-party API, D&B API, MongoDB, SQL databases, Python【Data Governance and Catalog Project】• Implemented system services and provided education and training globally.• Maintained 20+ data sources in the catalog service. • Helped establish a data governance framework.• Assisted in systematic data compilation and organization.• Tools: Data Governance Framework, Informatica CDGC service, Azure Purview

• Automated monthly reporting process using Python, IBM Cognos Analytics, and Power BI, reducing report generation time by 70%.• Leveraged machine learning to analyze customer retention factors, implementing data-driven strategies that mitigated a potential 5% revenue decline.• Led 3-year, 7-phase project, managing timelines and guiding 4-member team in database infrastructure implementation. Delivered all milestones on schedule, enhancing cross-functional collaboration.

【Project: Cerebral Vasculogenesis and Neuroplasticity】• Participanted connectome-wide network analysis and machine learning prediction of clinical symptoms for abnormal vasculogenesis impact on brain connectome.【Project: Roche FoundationOne®CDx】• Built patient database, recruiting 80+ patients within a year.• Analyzed associations between genetic mutations and medication responses from medical records.【Patent Applications and Research】• Developed automated brain tumor localization in gray/white matter and CSF.• Conducted survival analysis of brain metastases using deep learning methods.• Created unsupervised clustering method to predict tumor decay rate after radiosurgery for vestibular schwannoma.【Gamma Knife Plan Database】• Redesigned patient registration system for 7,000+ gamma knife radiosurgery patients using FileMaker software.【Data Analysis: Gamma Knife Radiosurgery】• Analyzed 10+ cases of prognosis following gamma knife radiosurgery for primary and metastatic brain tumors.• Researched repeated gamma knife radiosurgery for tumor control in highly-recurrent intracranial ependymoma.• Studied gamma knife radiosurgery outcomes for cerebral cavernous malformation.

• Publishing: Epidermal growth factor receptor mutations: association with favorable local tumor control following Gamma Knife radiosurgery in patients with non-small cell lung cancer and brain metastases.• Analyzed 5 cases of prognosis analysis following gamma knife radiosurgery for primary and metastatic brain tumors.

• Participated the cohort study “Adverse childhood experience in relation to alcohol involvement and problematic drinking: a life course approach (AREC)”, which have proceeded for 13 years.• Conducted the DNA extraction experiment with more than 300 saliva samples and processed standard operating procedures manual.• Scanned and Constructed the archived documents of AREC into electronic systematic data files.

• Projects: Participating in 2 long-term projects: Amex CSR project, Schroders native advertisement project.• Reaching more than 5 hundred people likes, and producing over 5 million orgaic reach within 4 months in the Amex CSR Facebook fan page project.

• Publishing: The BDNF Val66Met Polymorphism is associated with the Functional Connectivity Dynamics of Pain Modulatory Systems in Primary Dysmenorrhea (in acknowledgment).• Recruited more than 1,000 individuals into the smoking cessation project in one year only.• Conducted DNA extraction and real-time PCR experiments for more than 500 samples.