• Directed cross-functional teams, including design, sales, and marketing, to execute cohesive branding and marketing efforts, resulting in a 20% increase in lead generation• Launched and positioned the Serene Curtains section within 4 DIY retail stores, transforming it into one of the top-selling product categories and driving significant consumer visits through strategic placement and branding• Collaborated closely with the product team to design and implement a comprehensive Corporate Identity System, shaping the company’s identity, values, and market positioning from the ground up

• Collaborated with a team of 15 to achieve Basel III IRB compliance for Taiwan's D-SIBs, contributing to regulatory adherence and optimizing capital allocation through the integration of international best practices• Led the development of advanced credit risk models using SAS, with SQL for data cleaning and preparation, resulting in a 15% average increase in AUC across all models. This improved risk parameter PD, LGD, and EAD estimation accuracy, reducing banks’ risk-weighted assets by 20% and optimizing capital allocation for low-risk exposures• Assisted in internal research on financial climate risk stress testing, contributing to risk assessment frameworks adopted across Deloitte's Asia-Pacific region; supported in presenting findings to over 100 industry leaders and the Taiwan Insurance Bureau

• Co-authored and photographed a well-received self-help book in collaboration with renowned Taiwanese author, Mr. Tien (田定豐), translating the author's vision into a cohesive visual narrative. Demonstrated strong creativity, commitment, and collaboration abilities.• Refined photos to meet desired aesthetic and quality standards in partnership with 商業週刊 (Taiwan Business Weekly), showcasing meticulous attention to detail and a profound understanding of aesthetics.• Orchestrated and co-hosted multiple book sharing events, attracting a total audience of over 200 enthusiastic readers.

- Developed an AutoML model for photolithography data, automating feature selection and model training to streamline processes.- Leveraged ensemble method in AutoML, integrating results from models such as XGBoost, Random Forest, and KNN, which outperformed the existing model by approximately 10%, achieving an R-Squared of 95.14%.- Secured top three on the final project presentation among other twenty-five interns.

• Designed and analyzed questionnaires for two projects aimed at understanding the experience of minoritized public housing residents in Toronto's Regent Park Area: Minorities' Drug Usage, and the PhotoVoice Project• Utilized SPSS and R to apply generalized estimating equations on longitudinal datasets, assessing the longitudinal and interventional impact of multiple predictors on key behavioral outcomes; identified a 7.5% improvement in coping, 9.5% increase in media literacy, and 75% decrease in alcohol consumption in the cohort over three years

• Worked in a ten-person team to develop online store marketing strategies• Curated four categories of photo and video sets promoting the products and services• Reached 150 purchases in a week after the online store was launched