深度學習建模與開發工程師
Current
Nov 2021 - Present
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Hsinyu Chen Email & Phone Number
聯華電子 深度學習工程師
at
聯華電子股份有限公司
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Profile completeness 86%
Current company
Role
聯華電子 深度學習工程師
Location
Tainan City, Tainan City, Taiwan, Province Of China
Company size
Who is Hsinyu Chen? Overview
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Quick answer
Hsinyu Chen is listed as 聯華電子 深度學習工程師 at 聯華電子股份有限公司, a company with 2738 employees, based in Tainan City, Tainan City, Taiwan, Province Of China. AeroLeads shows a matched LinkedIn profile for Hsinyu Chen.
Hsinyu Chen previously worked as 深度學習建模與開發工程師 at 聯華電子股份有限公司 and Data Scientist at 緯創資通. Hsinyu Chen holds Master'S Degree, Statistics from National Cheng Kung University.
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聯華電子股份有限公司
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Profile bio
About Hsinyu Chen
Hsinyu Chen is a 聯華電子 深度學習工程師 at 聯華電子股份有限公司.
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Hsinyu Chen's current company
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聯華電子股份有限公司
4 roles
Hsinyu Chen work experience
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Data Scientist
協助客戶執行數位轉型相關專案，以數據驅動提供分析方案解決客戶痛點，執行過的專案有：1. 基於領域知識建立機器學習模型，以找到造成產線低良率的成因並將自動化分析報表結果串接至系統。主要負責內容包含：領域知識訪談、資料清整、資料庫設計、資料處理排程設置、機器學習模型建置以及 Fast API 建置。自動化分析報表，每次可節省約 30 分鐘人工查找問題的時間，以提升客戶反應問題並作出處置的黃金時間。2. 物料搭配推薦以實現提升產線良率及物料消耗效益最大化。主要從可描述物料特性的資料進行探索後分群，並實現以相似屬性物料進行物料搭配建議。相對於隨機投料，經物料搭配建議，可提升約 2% 的產線良率。3. 雲端服務平台調研專案，針對數位轉型專案的開發流程，彙整 Microsoft Azure.
Feb 2020 - Oct 2021
Research Assistant
1. 執行永豐銀行產學合作計畫，以基於客戶往來行為與金融服務需求分析，對銀行金融產品推行精準行銷。於 A/B test 中，AI模組相較專家法提升約 2.25 倍成交率。2. 運用深度學習RNN, LSTM與機器學習技術，進行社群網路之資訊擴散與隱私保護相關議題之研究。3. 閱讀國際頂級期刊及會議論文，且應用相關類神經網絡技術於計畫。4. 撰寫研究成果並發表為國內外頂級會議或期刊論文。
Jul 2018 - Feb 2020
Adjunct Assistant
Sep 2016 - Jun 2018
Team & coworkers
Colleagues at 聯華電子股份有限公司
Other employees you can reach at umc.com. View company contacts for 2738 employees →
JJ
Jyun Jie Huang
Colleague at 聯華電子股份有限公司Tainan City, Tainan City, Taiwan, Taiwan, Province Of China
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CJ
Chang Jun Wei .
Colleague at 聯華電子股份有限公司Malim Nawar, Perak, Malaysia, Malaysia
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LN
Loulou Nada
Colleague at 聯華電子股份有限公司Algeria, Algeria
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YL
Yihsiu Lee
Colleague at 聯華電子股份有限公司Tainan City, Tainan City, Taiwan, Taiwan, Province Of China
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陳
陳慶隆
Colleague at 聯華電子股份有限公司Taichung City, Taiwan, Taiwan, Province Of China
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YL
Ying-Chang Lin
Colleague at 聯華電子股份有限公司Taiwan, Taiwan, Province Of China
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李
李明彰
Colleague at 聯華電子股份有限公司Taipei, Taipei City, Taiwan, Taiwan, Province Of China
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JE
John Erick Mangeron
Colleague at 聯華電子股份有限公司Hsinchu City, Taiwan, Taiwan, Taiwan, Province Of China
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ST
Sean Teo
Colleague at 聯華電子股份有限公司Singapore, Singapore
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王
王佑任
Colleague at 聯華電子股份有限公司Pingtung County, Taiwan, Taiwan, Taiwan, Province Of China
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Jyun Jie Huang
Colleague at 聯華電子股份有限公司Tainan City, Tainan City, Taiwan, Taiwan, Province Of China
View →
CJ
Chang Jun Wei .
Colleague at 聯華電子股份有限公司Malim Nawar, Perak, Malaysia, Malaysia
View →
LN
Loulou Nada
Colleague at 聯華電子股份有限公司Algeria, Algeria
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YL
Yihsiu Lee
Colleague at 聯華電子股份有限公司Tainan City, Tainan City, Taiwan, Taiwan, Province Of China
View →
陳
陳慶隆
Colleague at 聯華電子股份有限公司Taichung City, Taiwan, Taiwan, Province Of China
View →
YL
Ying-Chang Lin
Colleague at 聯華電子股份有限公司Taiwan, Taiwan, Province Of China
View →
李
李明彰
Colleague at 聯華電子股份有限公司Taipei, Taipei City, Taiwan, Taiwan, Province Of China
View →
JE
John Erick Mangeron
Colleague at 聯華電子股份有限公司Hsinchu City, Taiwan, Taiwan, Taiwan, Province Of China
View →
ST
Sean Teo
Colleague at 聯華電子股份有限公司Singapore, Singapore
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王
王佑任
Colleague at 聯華電子股份有限公司Pingtung County, Taiwan, Taiwan, Taiwan, Province Of China
View →
2 education records
Hsinyu Chen education
Master'S Degree, Statistics
Bachelor'S Degree, Statistics
FAQ
Frequently asked questions about Hsinyu Chen
Quick answers generated from the profile data available on this page.
What company does Hsinyu Chen work for?
Hsinyu Chen works for 聯華電子股份有限公司.
What is Hsinyu Chen's role at 聯華電子股份有限公司?
Hsinyu Chen is listed as 聯華電子 深度學習工程師 at 聯華電子股份有限公司.
Where is Hsinyu Chen based?
Hsinyu Chen is based in Tainan City, Tainan City, Taiwan, Province Of China while working with 聯華電子股份有限公司.
What companies has Hsinyu Chen worked for?
Hsinyu Chen has worked for 聯華電子股份有限公司, 緯創資通, 國立成功大學, and National Cheng Kung University.
Who are Hsinyu Chen's colleagues at 聯華電子股份有限公司?
Hsinyu Chen's colleagues at 聯華電子股份有限公司 include Jyun Jie Huang, Chang Jun Wei ., Loulou Nada, Yihsiu Lee, and 陳慶隆.
How can I contact Hsinyu Chen?
You can use AeroLeads to view verified contact signals for Hsinyu Chen at 聯華電子股份有限公司, including work email, phone, and LinkedIn data when available.
What schools did Hsinyu Chen attend?
Hsinyu Chen holds Master'S Degree, Statistics from National Cheng Kung University.
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