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June 2022 - Present7 mos
July 2020 - June 20222 yrs0 mos• Worked on back-end development, designing backend architecture, using Python (Flask and FastAPI) to build RESTful APIs, and maintaining services. • Developed anomaly detection systems applied to the factory, which can help the factory to easily monitor whether the machine is abnormal. • Developed a member system, including user authentication and payment function that integrates Newebpay API and EzPay invoice API. • Developed multiple AI acoustic analysis systems, including singing voice separation (Sovia), noise cancellation (Hullaballoo), vocal to midi transcription, and singing voice type detection services. • Refactored music crawler and reduced the crawling time by 17%. • Built service monitors with Prometheus, Grafana, and Alertmanager. • Introduced coding guidelines, GitLab flow, and part of CI/CD.
August 2019 - February 20207 mos• Worked on full-stack development, using Node.js/Express to build RESTful APIs, and maintaining services. • Developed a management system, monitoring the amount of data crawled by the crawler, and managing the whitelist and blacklist of news resources. • Developed a search system that integrates many social media, such as Facebook, PTT, Dcard, News, FactCheck, and MyGoPen. It also shows the sensational score of the title and the similarity between title and content.
October 2017 - July 20191 yr10 mos• Worked on full-stack development, using Node.js/Express to build RESTful APIs, and maintaining services. • Developed a social media search system that integrates many social media, such as Facebook, Instagram, PTT, Dcard, YouTube, and News. It can help the users to quickly catch the most popular articles or the latest articles. • Trained word2vec model and developed a related words API, searching for related words, and obtaining the similarity between two words. • As a contact person for some projects, discuss requirements and specifications with cooperating customers.
July 2014 - August 20142 mos• Developed an internal maintenance order statistics system to assist in order management and understand the manpower and time consumed by maintenance.
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