- Developed web scraping applications and automated workflows using Python and Dolphin Scheduler- Utilized Red Panda for data streaming and performed data insertion in Vertica- Researched and tested workflows for Threads, Instagram, Facebook, and TikTok APIs, along with automated notifications using Facebook/Telegram APIs- Contributed to website design adjustments and improvements

- Innovation Award, TAITRA Innovation Proposal Competition Redesigned TAITRA entry web page to be categorized by industry, based on user-centered principles to improve user experience; added notification features to enhance customer retention - International Franchise Expo (New York) – Taiwan Franchise Brand Pavilion Initiated and built the first Taiwan Franchise Brand Pavilion at an expo in the US, gathered 9 Taiwanese brands under uncertain conditions, including changing COVID-19 policyCollaborated with American Institute in Taiwan(AIT) to arrange an extensive business trip in Phoenix, AZ - Taiwanese Franchise Brand Online Trade Meeting for North America Led and coordinated 7 TAITRA offices in North America to arrange 15 Taiwanese companies and 41 buyers to have 141 online trade meetings, creating potentially USD$ 4.05M in business valueHeld Taiwanese F&B Franchise Online Brand Show to help buyers know more about Taiwanese brands before the event, enhancing trade meeting efficiency by 16%+

- Analyze the traits of the similar products on the market in order to optimize our products- Negotiate with our client to lead one project to mass production stage 4 months earlier- Lead 4 NVR or DVR standard projects: coordinate different departments to make sure each product to pilot production stage and mass production stage were conducted on time- Lead 4 NVR or DVR customized projects: summarize clients’ needs for our engineers and customize the products to meet client specifications

- Researched 30 Chinese listed companies and 30 Top 100 AI Companies and presented findings to the manager- Participated in at least 10 institutional investors conferences and communicated with policy makers of companies to acquire industry insights