Daisy W. Email & Phone Number

Palo Alto, Ca, Us

- Developed a novel multimodal machine learning model to monitor real-time mental fatigue in older adults with mild cognitive impairment during computerized cognitive training (CCT), enhancing the scalability of CCT interventions by creating a framework for continuous, automated fatigue monitoring to improve participant engagement and effectiveness- Leveraged video-based facial gesture analysis and ECG-based signal analysis to detect mental fatigue- Authored comprehensive project documentation using Sphinx to standardize and streamline onboarding of new team members, ensuring clear, reproducible processes and accelerating project ramp-up for future researchers

Boston, Massachusetts, Us

- Developed a data pipeline to extract and clean publication data from PubMed for protein-encoding genes- Created data visualizations for exploratory analysis of publication trends- Designed and implemented a baseline model for predicting publication count per gene, achieving a ~20% increase in accuracy over the existing model- Identified flaws with current Key Performance Indicator (KPI) and proposed more appropriate alternatives- Created graphics and text for client facing slidedeck to explain key technical terminology for PandaOmics

Stanford, Ca, Us

- Researching butyrate and propionate producers in the human gut and their impacts on human health- Contributed extensively towards improving and creating documentation for pipeline to quantify butyrate and propionate pathways from metagenomics samples

- Worked with alumni and student leaders to create branding and social media strategies targeting current undergraduates and alumni- Created branding guides and posts on Canva

- Formatted over thirty academic articles on LaTeX in Chinese and English- Edited, coordinated, and revised contents of articles in both Chinese and English- Worked with clients to revise articles as needed in an timely and orderly manner- Layout and content editor for Bauhinia Volume 7 Issue 1 and 2 (ISSN 2409-4064)

- Conducted novel biostatistical research of the impact of antibiotics on relationships in the equine gut microbiome- In charge of technical support in the lab, from updating legacy software, to downloading new programs, to writing shell scripts to create pipelines for data analysis- Publications: Abstract accepted for presentation at the American Society of Microbiology Microbe2019 Conference, published in Bauhinia VI (ISSN 2409-4064)- Awards: “Best Newcomer” in the 2020 Hong Kong Student Science Project Competition (1/89), andplaced second in Asia in the Shing-Tung Yau High School Science Awards Biology Category (2/49)

Hong Kong, Hk

- Helped create and deliver curriculum to seventh grade students on computer science principles- Created sample solutions and maintained daily logs at 2020csbootcamp.bearblog.dev

Master Of Science - Ms, Biomedical Data Science

Bachelor'S Degree, Biomedical Computation, Minor In Creative Writing

Ib Diploma

Computer Vision