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<html><head></head><body><div class="row general general-profile-7"><div class="col-sm-10"><h1><span style="font-family: &quot;Open Sans&quot;, &quot;Noto Sans TC&quot;, &quot;Noto Sans SC&quot;, &quot;Noto Sans HK&quot;, &quot;Noto Sans KR&quot;, &quot;Noto Sans JP&quot;, &quot;Noto Sans&quot;, &quot;PingFang TC&quot;, &quot;Microsoft JhengHei&quot;, PMingLiU, sans-serif;">Chi, Chia-Chi 季佳琪 &nbsp;<span style="color: rgb(85, 85, 85); font-style: normal; font-weight: 500; font-size: 16.7px;">Phone: 0981596801 &nbsp;</span><span style="font-size: 16.7px;"><span style="color: rgb(85, 85, 85); font-style: normal; font-weight: 500;">Mail:&nbsp;</span></span><a href="mailto:imchiachichi@gmail.com" target="_blank" rel="nofollow noopener"><span style=" font-style: normal; font-weight: 500; color: rgb(5, 99, 193);"><span style="color: rgb(95, 99, 104); font-style: normal; font-weight: 400; font-size: 16.7px;">imchiachichi@gmail.com</span></span></a></span></h1><p><span style="font-family: &quot;Open Sans&quot;, &quot;Noto Sans TC&quot;, &quot;Noto Sans SC&quot;, &quot;Noto Sans HK&quot;, &quot;Noto Sans KR&quot;, &quot;Noto Sans JP&quot;, &quot;Noto Sans&quot;, &quot;PingFang TC&quot;, &quot;Microsoft JhengHei&quot;, PMingLiU, sans-serif;">A 3-year ML scientist/engineer building data-driven solutions to solve real business problems. Experienced with data pipeline build and machine learning product development and deployment with different datatype on different platforms. Always keen to deliver up-to-date machine learning tools and SOTA models to optimize an existing system. Seeking to develop ml products with a large number of users and impact.</span></p></div><div class="col-sm-2"><p class="avatar-wrapper">&nbsp;<img src="https://img.cakeresume.com/cdn-cgi/image/fit=scale-down,format=auto,w=1200/https://images.cakeresume.com/gmrma/dreamin10118/496b72ba-edeb-49e4-8a04-d641285dc04a.png" style="color: rgb(85, 85, 85); font-style: normal; font-weight: 400; aspect-ratio: 120 / 120;" class="fr-fic fr-dii fr-rounded" loading="" srcset="https://img.cakeresume.com/cdn-cgi/image/fit=scale-down,format=auto,w=640/https://images.cakeresume.com/gmrma/dreamin10118/496b72ba-edeb-49e4-8a04-d641285dc04a.png 640w, https://img.cakeresume.com/cdn-cgi/image/fit=scale-down,format=auto,w=828/https://images.cakeresume.com/gmrma/dreamin10118/496b72ba-edeb-49e4-8a04-d641285dc04a.png 828w"> </p></div></div><div class="row heading heading-work-experience-7"><div class="col-sm-12"><h2><span style="font-family: &quot;Open Sans&quot;, &quot;Noto Sans TC&quot;, &quot;Noto Sans SC&quot;, &quot;Noto Sans HK&quot;, &quot;Noto Sans KR&quot;, &quot;Noto Sans JP&quot;, &quot;Noto Sans&quot;, &quot;PingFang TC&quot;, &quot;Microsoft JhengHei&quot;, PMingLiU, sans-serif;">Work Experience</span></h2></div></div><div class="row repeater repeater-work-experience-7 repeater-end"><div class="col-sm-12"><hr><h3><span style="color: rgb(100, 123, 113); font-family: &quot;Open Sans&quot;, &quot;Noto Sans TC&quot;, &quot;Noto Sans SC&quot;, &quot;Noto Sans HK&quot;, &quot;Noto Sans KR&quot;, &quot;Noto Sans JP&quot;, &quot;Noto Sans&quot;, &quot;PingFang TC&quot;, &quot;Microsoft JhengHei&quot;, PMingLiU, sans-serif;">Data Engineer &nbsp;• &nbsp;TDSC 台灣資料科學股份有限公司</span></h3><p><span class="theme-main-color" style="font-size: 18.37px;"><span style="font-style: normal; font-weight: 400; color: rgb(136, 136, 136); font-family: &quot;Open Sans&quot;, &quot;Noto Sans TC&quot;, &quot;Noto Sans SC&quot;, &quot;Noto Sans HK&quot;, &quot;Noto Sans KR&quot;, &quot;Noto Sans JP&quot;, &quot;Noto Sans&quot;, &quot;PingFang TC&quot;, &quot;Microsoft JhengHei&quot;, PMingLiU, sans-serif;"><span style="color: rgb(136, 136, 136); font-style: normal; font-weight: 400;">March 2020 - May 2023</span></span></span></p><ul><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;"><strong>AI Testing Platform Development and Maintenance</strong></span><ul><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Designed workflow and relational database according to normalization and use scenarios.</span></li><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Built testing engine which integrates any model or API of PyTorch, ONNX and OpenCV.</span></li><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Created a website with a backend engineer for visualization.</span></li><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Cross-platform deployment by using docker.</span></li><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Used by NARLabs for testing AI model robustness.</span></li></ul></li><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;"><strong>AI Security System Development and Maintenance</strong></span><ul><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Defined use cases with business teams and designed a multi-threaded behavior detection algorithm which can detect specific behaviors accurately in real-time.</span></li><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Managed the backup images of unusual behaviors on AWS S3.</span></li><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Solved the problem of network and incompatible packages on edge devices.</span></li><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Used by Taiwan Taoyuan International Airport for monitoring confidential areas.</span></li></ul></li><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;"><strong>Wi-Fi Data Pipeline Design and Build</strong></span><ul><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Designed relational database according to normalization and use scenarios.</span></li><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Built ETL pipelines from Elasticsearch to MySQL to offer personal features which could classify people into different types of customers.</span></li><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Collaborated with business teams to design data visualization for the dashboard.</span></li><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Conducted data analysis reports to illustrate the results and insight.</span></li><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Used by <strong>30+</strong> places across the nation, including Taipei Zoo and FamilyMart stores.</span></li></ul></li></ul></div></div><div class="row heading heading-education-2"><div class="col-sm-12"><h2><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;">Education</span></h2></div></div><div class="row repeater bottom-border repeater-education-2 bottom-border-education-2"><div class="col-sm-12"><hr><p><span style="color: #888;"><span style="color: rgb(136, 136, 136); font-family: &quot;Open Sans&quot;, &quot;Noto Sans TC&quot;, &quot;Noto Sans SC&quot;, &quot;Noto Sans HK&quot;, &quot;Noto Sans KR&quot;, &quot;Noto Sans JP&quot;, &quot;Noto Sans&quot;, &quot;PingFang TC&quot;, &quot;Microsoft JhengHei&quot;, PMingLiU, sans-serif;">2016 - 2019&nbsp;</span></span></p><h3><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;"><span style="color: rgb(100, 123, 113);">Math MS &nbsp;• &nbsp;National Chengchi University 國立政治大學</span></span></h3><ul><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;"><span style=" color: rgb(100, 123, 113);"><span style="color: rgb(98, 98, 100); font-style: normal; font-weight: 400;"><strong>TA, Advanced Calculus</strong></span></span></span></li><li><span style=" color: rgb(100, 123, 113);"><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;"><span style="color: rgb(98, 98, 100); font-style: normal; font-weight: 400;"><strong>TA, Linear Algebra</strong></span></span></span></li></ul></div></div><div class="row repeater bottom-border repeater-education-2 bottom-border-education-2 repeater-end"><div class="col-sm-12"><p><span style="color: rgb(136, 136, 136); font-style: normal; font-weight: 400;"><span style="color: rgb(136, 136, 136); font-style: normal; font-weight: 400;">2012 - 2016</span>&nbsp;</span>&nbsp;</p><h3 style=" font-weight: 500; color: rgb(51, 51, 51); font-style: normal;"><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;"><span style=" color: rgb(100, 123, 113);">Chinese Literature BA • &nbsp;</span><span style="color: rgb(100, 123, 113);">National Chung Hsin University 國立中興大學</span></span></h3><ul><li><span style="font-family: 'Open Sans', Noto Sans TC, Noto Sans SC, Noto Sans HK, Noto Sans KR, Noto Sans JP, Noto Sans, PingFang TC, Microsoft JhengHei, PMingLiU, sans-serif;"><span style="color: rgb(100, 123, 113);"><span style="color: rgb(98, 98, 100); font-style: normal; font-weight: 400;"><strong>Participating in College Student Research Scholarship, NSC</strong>&nbsp;</span></span></span></li></ul></div></div></body></html>

Chi, Chia-Chi 季佳琪 Phone:Mail: imchiachichi@gmail.com A 3-year ML scientist/engineer building data-driven solutions to solve real business problems....

My CakeResume

A 3-year ML scientist/engineer building data-driven solutions to solve real business problems. Experienced with data pipeline build and machine learning product development and deployment with different datatype on different platforms. Always keen to deliver up-to-date machine learning tools and SOTA models to optimize existing system. Seeking to develop ml products with a large number of users and impact.

Chi, Chia-Chi 季佳琪 Phone: 0981596801 Mail: [email protected]

Work Experience

Data Engineer • TDSC 台灣資料科學股份有限公司

Education

Math MS • National Chengchi University 國立政治大學

Chinese Literature BA • National Chung Hsin University 國立中興大學