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林鎮宇
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林鎮宇
專員
我擅長利用機器學習、深度學習和最佳化演算法進行數據分析,並依據應用場域選擇適合的程式語言與系統架構進行開發。
李長榮化學工業股份有限公司
國立成功大學
台灣高雄市楠梓區高雄
Professional Background
Current status
Profession
Data Scientist
Fields
Chemicals
Work experience
2-4 years (2-4 years relevant)
Management
None
Skills
Machine Learning
Deep Learning
Python
Golang
C
Languages
English
・
Intermediate
Highest level of education
Master
Job search preferences
Desired job type
Full-time
Desired positions
Desired work locations
Freelance
Non-freelancer
Work Experience
二級專員
李長榮化學工業股份有限公司
3월 2018
-
Present
於李長榮化學工業股份有限公司擔任Data Scientist,主要負責的工作為機器學習、深度學習與最佳化方法的研究和模型建構,並依據使用者的作業情境開發對應的平台與系統,讓使用者方便地使用AI模型。開發過的專案如化工製程產量與品質預測系統、設備異常檢測系統、製程參數最佳化系統、影像辨識系統、容器與微服務、Web前後端、RESTful API、IoT設備、自動化網頁爬蟲與聊天機器人等
高考三級 技士
經濟部標準檢驗局
12월 2016
-
3월 2018
・
1 yr 4 mos
由於所處單位為全國度量衡器(包含水表、電表、計程車計費表等近20類)最高檢驗機關,故有大量資料可供分析。曾參與數項研究計畫,如利用Python、Excel VBA解析近10萬輛計程車的計費表資訊、輪胎規格與出廠年份,並用Machine learning演算法建構分類模型,試圖提升本單位對於計程車計費表的檢定效率。
Education
國立成功大學
Master’s Degree
・
資訊工程
2020 - 2021
國立清華大學
Master’s Degree
・
工業工程
2014 - 2016
國立清華大學
Bachelor’s Degree
・
工業工程
2008 - 2013