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4-6 years
6-10 years
10-15 years
More than 15 years
Avatar of Tai Yuan Hong.
Avatar of Tai Yuan Hong.
Research Assistant @National Yang Ming Chiao Tung University
2021 ~ 2022
Researcher
Within one month
Mammalian Cell Culture (HEK293/HEK293T/CHO/Jurkat T cell/Raji B cell/CT26/RENCA/Hybridoma cell) Protein/Antibody production by transient transfection Protein/Antibody production by ExpiCHO/Expi293 expression system Purification of protein/antibody by affinity chromatography column/FPLC SDS-PAGE, Western blotting and ELISA Fluorescent conjugated antibody staining and flow cytometry Animal disease model (collagen-induced arthritis) and syngeneic mouse tumor model(CT26 and RENCA) Primary cell isolation from mouse Mouse tissue processing, section, and histology staining Familiar with C57BL/6, BALB/c, and DBA
Research Skills
Data Analysis
Molecular Cloning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立陽明交通大學(National Yang Ming Chiao Tung University)
Molecular medicine and bioengineering
Avatar of 陳思蒝.
Avatar of 陳思蒝.
技術主管 @光麗生醫股份有限公司
2012 ~ Present
技術主管
More than one year
技能 管理能力:專案管理、簡報提案、計劃書撰寫、問題處理能力、內控系統流程設計 基礎實驗:中草藥成分分析、ELISA Test、Flow Cytometry Analysis、HPLC、FPLC、PCR 細胞實驗:Cell Culture、Cell experiment、Stem Cell Technology、Immunology、Cell Biology 軟體應用:Microsoft Office、Python、Google G suite、Google Analytic 證照 乙種職業安全衛生業務主管 學歷 大同大學, 碩士
專案管理
簡報提案
問題處理能力
Employed
Full-time / Interested in working remotely
6-10 years
大同大學
生物工程研究所
Avatar of 劉哲男.
Avatar of 劉哲男.
服務端主程式設計師 @未來軟體開發有限公司 Future-Tech
2022 ~ Present
Team leader net Developer
Within one month
redis 倫發科技, Team leader .net Developer, 3月 2019 ~ 12月負責彩票平台,包跨API、DB以及後臺設計與開發 . 使用的後端技術 C#, MySQL, .net core, redis, rabbitMQ Falcontek, Team leader .net Developer, 6月2017 ~ 3月開發以及維護品牌平台 . 使用的後端技術 C#, MS-SQL, windows server 2008, .net webform, .net web API, JQuery . 整合第三方
Organizational
Responsible
Mentoring
Full-time / Interested in working remotely
10-15 years
St. John's University
Science and Technology,Information Engineering Graduated February
Avatar of the user.
Avatar of the user.
Marketing @智安電子股份有限公司
2022 ~ Present
Product manager
Within one year
Word
PowerPoint
Excel
Employed
Full-time / Interested in working remotely
6-10 years
中原大學
電子電路設計
Avatar of Qingyang Wu.
Avatar of Qingyang Wu.
AI 工程師 @台灣塑膠工業股份有限公司
2020 ~ Present
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within six months
Service Line Bot ML/AI AI Tool TesnsorFlow SKlearn Keras Matlab OpenCV Algorithm Principal Component Analysis Partial Least Squares Gaussian Process Deep Neural Networks Convolutional Neural Networks Genetic Algorithm Other Application Reinforcement Learning Object Detection Faster RCNN Yolo v3 Generative Adversarial Networks Experience 台灣塑膠工業(FPC) - AI Engineer - Sept~ present 1. AI應用 - 工廠製程之品質軟測量(Soft Sensors)模型建立 2. AI應用 - 製程優化控制建議 3. AI應用 - 多機組設備優
Simulink
OpenCV
Azure
Employed
Full-time / Interested in working remotely
4-6 years
Chung Yuan Christian University
Master in Chemical Engineering
Avatar of 陳泓悅.
Avatar of 陳泓悅.
高級工程師 @Asus 華碩電腦股份有限公司
2021 ~ Present
機構工程師
Within one year
陳泓悅 (Jacky Chen) Mechanical Engineer New Taipei City, Taiwan 4+ years of experience in mechanical engineering. Responsible for mechanical design, such as plastic component/sheet metal /FPC, etc. Also in charge of tolerance analysis, reliability & failure analsys. E-mail [email protected] 技能 Mechanical Engineering Creo 3.0/4.0 Consumer/Wearable electronic design Product ASUS ROG Phone 6 Fitbit Versa 2 Fitbit Luxe & Charge 5 Language Chinese English 工作經歷 Senior engineer • ASUSTeK Computer Inc. 華碩電腦股份
CREO 4.0
CREO3.0
Mechanical Engineering
Employed
Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
Electrochemical machining, Heat/flow analysis
Avatar of the user.
Avatar of the user.
資深策略採購專員 @LITEON
2022 ~ Present
Administrator
Within one year
Excel
TOEIC
SAP ERP
Employed
Full-time / Interested in working remotely
6-10 years
Chung Yuan Christian University
Electronic Engineering
Avatar of the user.
Avatar of the user.
Past
Procurement Specialist @Career Technology(Mfg.) Co., Ltd.
2017 ~ 2022
Sourcer
More than one year
erp鼎新
toeic800+
APS基礎採購檢定
Unemployed
Full-time / Interested in working remotely
4-6 years
International Trade Institute
International Business Administration Program
Avatar of Michelle.
Avatar of Michelle.
Senior Sales Representative @Reysports Industrial Co., Ltd.
2017 ~ Present
Sales Account Manager/ Project Manager/ Pre-sales/ Solution Architect
More than one year
of sales volume per order. ●Implemented new sales methods to consolidate the leading position in the market of Taiwan. ●Created new sales model by E-commerce at Alibaba and accomplished 1st online order with US$40K. Foxconn Technology Group, Sales & Customer Service, Dec 2016 ~ Apr 2017 Projects on FPC ●Monitored supplier performance by evaluating capability development and quality improvements. ●Conducted strict AQL inspection to avoid rework process. Rejected more than 50K defected FPC and successfully reduced unnecessary rework time. Projects on LED Light Bar ●Provided timely face to face supports to solve validation problems.
word
powerpoint
Excel
Employed
Full-time / Interested in working remotely
6-10 years
私立輔仁大學
德語語文系
Avatar of cherry.
Avatar of cherry.
In - house Sales Representative @Shareholders
2007 ~ 2007
operation buyer / international sales rep. / SQM
More than one year
industries. + I nternational Sales and Product Management related job is my passion and I am always eager to learn new things to improve myself. [email protected] Work Experience Quality Assurance Specialist~yrs. 5mo) Mektec Industrial Corp., Ltd. ( Taiwan ) Leading manufacturer of FPC, provides remarkable application in extensive electronics, automotive, military industries. Responsible for main contact of TP/Mobiles/Camera projects for B/U Amazon/Fitibit/Huawei/Seiko, including production flows located in Eastern China, Taiwan and Malaysia. (CMs: TPK, LENS, HannStar, TDK, Seiko
Excellent Communication
Facilitation
Responsible
Full-time / Interested in working remotely
6-10 years
Aletheia University
Bachelor of Business Administration Tourism

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Problem-Solving
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Within two months
軟體工程師 / 手譯員 / 聽打員 / 咖啡師
聯發科技股份有限公司 (MediaTek)
2021 ~ Present
Hsinchu County, Taiwan
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
DevOps / System Admin, Software Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, SaaS / Cloud Services, Big Data
Work experience
2-4 years work experience (4-6 years relevant)
Management
I've had experience in managing 1-5 people
Skills
Deep Learning
Machine Learning
Data Analytics
PHP
html5/javascript/css3/ajax
MySQL
Sign Language
DevOps / CI / CD
Kubernetes/Docker
Languages
English
Fluent
Japanese
Beginner
Korean
Beginner
Chinese
Native or Bilingual
Job search preferences
Positions
DevOps Engineer, Site Reliability Engineer
Job types
Full-time
Locations
Hsinchu, 東區新竹市台灣
Remote
Interested in working remotely
Freelance
No
Educations
School
國立交通大學
Major
電機工程(計算機組)
Print
Profile 01 00@2x 71843ef6a0df47d6255a9c0436c409dcd5cd81f6514c51a6b2a93339d82bbff6

David Huang     

[email protected] • github.com/d86518 • Taiwan 

樂於開發程式讓生活更好 の 平凡軟體工程師 / 愛書人請進

Education  腳踏實地 / 一步步向前

2015 年 9 月 - 2019 年 6 月 

國立交通大學 資訊管理與財務金融學系 資訊管理組 

國立交通大學 資訊工程學系 輔系 畢業學分 211

2019 年 7 月 - 2021 年 6 月

國立交通大學 電機工程研究所 計算機工程組 

碩士論文: 基於少資料之不平衡長寬比影像表面瑕疵檢測方法

Experience  跨出舒適圈 / 創造非凡生活

2016 年 8 月 - 2016 年 9 月

工研院機械所 實習生

研究半導體微波退火技術,應用低頻微波於製程上,提升晶圓均勻性,協助實驗元件拆解組裝

2017 年 1 月 - 2017 年 9 月

橘子蘋果程式設計學苑 助教

協助 App inventor 營隊課程及 Javascript 正式課程,從旁協助並學習講師教學技巧

2016 年 7 月 - 2018 年 1 月

騏驥坊創客教育公司 講師

負責IOT物聯網、智慧家居營隊課程,同時協助講師培訓、場地協調等業務

2018 年 1 月 - 2018 年 3 月

中華系統性創新學會 網路工程師 

負責軟/硬體設備維護,網站後端為 PHP / Mysql,前端為HTML/CSS/Javascript,使用Codeigniter框架開發

2018 年 3 月 - 2018 年 7 月

歐兔歐全球股份有限公司 前後端網頁工程師 

1. 負責網頁前後端,包含新功能設計、排版設計、資料庫維護,使用Yii框架開發

2. 新創公司快速開發且人力少,常常需要負責處理一線客戶問題

2017 年 7 月 - 2019 年 3 月

核果資訊學苑 講師兼教材設計 講課時數 200+ 

1. 教授Python課程,對象為國高中生/APCS班,將自身對程式及教育的熱忱回饋於社會並同時嘗試將輸入化為輸出

2. 負責Python教材與程式開發,教材分為四個層級,包含流程控制、資料結構、演算法、大數據等議題

2018 年 6 月 - 2019 年 6 月

台灣微軟 全球技術支援中心 技術助理  

1. O365客服疑難排解,從了解並定義客戶的問題後盡快提供技術指導或遠端支援
2. 針對大中小企業開發客製化程式,如以C#在Exchange Web上為客戶設計VSTO增益集

2019 年 7 月 - 2020 年 6 月

  • 實驗室網管 / 交大認知工程與計算神經科學實驗室交大 IBM智慧物聯網巨量資料研發中心
  • 國家實驗研究院 台灣半導體研究中心 兼任助理 
  • 負責專案:模組化無線腦波儀開發與實作計畫,負責撰寫實驗場景、蒐集腦波訊號、訊號前處理等
  • 科技部補助研究計畫  / 人工智慧應用研究 - 工具機組裝資料分析與品質預測  
  • 產學研究合作計畫 / 基於機器學習之非焊錫性AOI辨別優化模型研究

2020 年 7 月 - 2020 年 9 月

台灣積體電路製造股份有限公司 材料暨品質系統精進處 暑期實習

提出以生成對抗網路(SinGAN)及物件辨識(YOLOv4)開發封裝後IC之AOI瑕疵檢測系統及OCR產品編號配對系統

2021 年 7 月 - 至今

聯發科技股份有限公司 軟體工程暨產品安全本部 軟體工程師
  • Developed a code suggestion system on Kubernetes that improves code quality by resolving 30%+ of high impact defects, integrated with static analysis tool & open large language models (e.g. Falcon, LLaMa, Pythia).
  • Provided an AutoML build time prediction service that saved 15%+ of computing resources for the code pre-submission system, deployed on serverless container (Google Cloud Run).
  • Implemented an MLOps flow on Vertex Al that can automatically analyse end-user feedback on 10+ products, previously costing 1 man week per product, integrated with UiPath RPA, NiFi ETL, GCP Kubeflow, Big Query, Plotly Dash to provide an end-to-end service. 
  • Responsible for modem software build flow to provide a developer friendly development environment including OF/MP release, feature/ flow related process improvements.

 School 手語社長 x 田徑隊

大一、大二

享卡出行團隊副召、交大領袖學程長、體幹、RUNWAY研發部/財務部、成人英文家教、智能障礙兒童家教

大三、大四

第22屆全國資訊應用服務創新競賽 教育部開放資料組 第一名、交大經典設計助教、NCTU+設計部
畢業專題:排程問題之資料複雜度、台北啟聰學校課輔 、竹教手語社社師

碩士班

第24屆全國資訊應用服務創新競賽 智慧製造組 第一名、第二名、新竹聾人協會輔導志工

2019全國智慧製造大數據分析競賽 決賽入圍、深度學習與工業大數據 助教、Louisa Coffee Barista

Skills


Web Development

Front-end : CSS / HTML / JS / Vue.js 

Back-end : PHP / MySQL / Node.js 

Framework :  Django / MVC-based


Data Science

Python (Numpy / Pandas / Keras / TF)

Productionizing ML/DL models 

Image/Speech processing、NLP



DevOps

Build tools: Makefile / Perl / Perforce

Cloud: GCP    CI/CD: Jenkins / Splunk

Cluster Manage: Kubernetes / Docker


Financial Certifications

證券暨期貨市場發展會 - 高級證券商業務員

證券暨期貨市場發展會 - 證券商業務員  

中華民國信託業商業同業公會 - 信託業業務員  

證券暨期貨市場發展會 - 金融市場常識與職業道德  

TIIBS管理專業能力認證  -  初階企業管理證照


Other Certifications

丙級手語翻譯技術士
中華民國聲暉協會合格同步聽打員
TOEIC  835 (Listening: 435, Reading: 405)
TQUK 國際吧台師 / 拉花師

體育署游泳池救生員 / 體適能健身C級指導員 

EMT-1 救護技術員

Projects


Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745


個人網站  Enter here

個人網站:手刻名片手語社網站北聰手語課輔、作品 / 遊戲

個人網誌:技術文章 Python / Web (ES6 / Vue / Django)、實習心得、iT邦30天鐵人

Paragraph image 01 00@2x 1a3881c875a7a1fb1e859435ef9363b5ddf36f4e73d1ad63a1a0af69f2a9f745


交大手語社 Enter here

包含社團簡介、近期活動、成員介紹、課堂影片、聯絡方式等

Paragraph image 05 00@2x d170fe8d3169a1e4180deac7150bb5e073029308e837c64ef461e01445ee7d3f
Paragraph image 05 01@2x 48a2e32b6416927a94cff749639e9bc2ccdc88b497b221b2c2ee9fe56c1e7cdd


台灣微軟科技領袖營


Mobile Web 

結合營隊元素 ( RPG、大地、賭場等 ),讓學員可以有更豐富的遊戲體驗


建構於Microsoft Azure上,安全性高,未來可將此模板應用於其他營隊 

Paragraph image 05 00@2x d170fe8d3169a1e4180deac7150bb5e073029308e837c64ef461e01445ee7d3f
Paragraph image 05 01@2x 48a2e32b6416927a94cff749639e9bc2ccdc88b497b221b2c2ee9fe56c1e7cdd


陽明醫學院 IR系統


外包前後端開發

幫助師生整理資料並統計加以做數據分析,日後進行校務研究發展,改以 GCP 完成 Server, Apache, SQL 相關服務 

User 12606 1478705166

Ta-Yu Huang (David)

Software Engineer, Sign Language Interpreter •  Hsinchu  •  [email protected]

Education

National Yang Ming Chiao Tung University, June 2021

Master of Science, Graduate Institute of Electrical and Computer Engineering

Master Thesis: Imbalanced Aspect Ratio of Surface Defect Detection Using Small Data

Award: 1st & 2nd Place for International ICT Innovative Services Awards,2019

National Yang Ming Chiao Tung University, June 2019

Bachelor of Information Management and Finance, minored in Computer Science, completed 211 credits.

Bachelor Thesis: Data complexity for scheduling problem 

Work Experience

MediaTek, Software Engineer, Jul 2021 ~ Now

Division: Corporate Software Engineering & Security / Engineering Process Technology Div.
vAward*15: Fully embodied MTK's core value "Innovation, Conviction inspired by Deep Thinking, Inclusiveness"

  1. Responsible for modem software build flow to provide a developer friendly development environment including OF/MP release, feature/ flow related process improvements.
  2. Developed a code suggestion system on K8s that improves code quality by resolving 30%+ of high impact defects with static analysis tool & open large language models (e.g. Falcon, LLaMa2, Pythia).
Experienced in GCP:  Vertex AI, AutoML, GCE, GCS, GCF, GCR, GKE, BQ, Cloud SQL, Gen app builder, etc.
  1. Provided an build time prediction serverless system saving 15% computing resources for CI/CD system.
  2. Implemented a recommendation system with MLOps flow to analyze end-user feedback on 20+ products, saved 2 man week per product, integrated with UiPath, NiFi, Kubeflow, Plotly Dash, etc.
  3. Delivered an end-to-end in-house ChatBot with Retrieval Augmented Generation (RAG) on Vertex AI.

Taiwan Semiconductor Manufacturing Co., Data Scientist Intern, Jul 2020 ~ Sep 2020
Division: Statistics Development and Application Department / Manufacturing Quality and Reliability

  1. Developed a high accuracy (95%+) AOI anomaly detection system with SinGAN/YOLOv4 for packaged IC. 
  2. Developed an OCR system based on CRNN model for matching product serial number.

Microsoft Taiwan, Technical Assistant Intern, Jun 2018 ~ Jun 2019 

Division: Global Technical Support Center
Duties: Provided Office365 customer service troubleshooting, customized programs, and technical support.

               Web Development

       Front-end : CSS, HTML, JS, Vue.js 

       Back-end : PHP, MySQL, Node.js 

       Version control :  Git, Perforce

                  Data Science

     Python: Numpy, Pandas, Keras,TF

     Productionize ML/DL models 

     AI : NLP, Image processing

              SRE / DevOps

       Build tools : Makefile, Perl

       CI/CD : GCP,  Jenkins, Splunk

       Cluster manage : K8s, Docker

Skills


Web Development

Front-end : CSS / HTML / JS / Vue.js 

Back-end : PHP / MySQL / Node.js 

Version control :  Git / Perforce


Data Science

Python (Numpy / Pandas / Keras / TF)

Productionizing ML / DL models 

Image / Speech processing (NLP)


SRE / DevOps

Build tools: Makefile / Perl / Perforce

CI/CD: GCP services / Jenkins / Splunk

Cluster manage: K8s / Docker

Certifications


Securities & Futures Institute - Senior Securities Specialist

Securities & Futures Institute - Securities Specialist

Trust Association of ROC - Trust Operations Personnel

TOEIC 835 (Listening: 430, Reading: 405)

Training Qualifications UK - Award in Barista Skills

Sports Administration, MOE - Lifeguard Certificate

Resume
Profile
Profile 01 00@2x 71843ef6a0df47d6255a9c0436c409dcd5cd81f6514c51a6b2a93339d82bbff6

David Huang     

[email protected] • github.com/d86518 • Taiwan 

樂於開發程式讓生活更好 の 平凡軟體工程師 / 愛書人請進

Education  腳踏實地 / 一步步向前

2015 年 9 月 - 2019 年 6 月 

國立交通大學 資訊管理與財務金融學系 資訊管理組 

國立交通大學 資訊工程學系 輔系 畢業學分 211

2019 年 7 月 - 2021 年 6 月

國立交通大學 電機工程研究所 計算機工程組 

碩士論文: 基於少資料之不平衡長寬比影像表面瑕疵檢測方法

Experience  跨出舒適圈 / 創造非凡生活

2016 年 8 月 - 2016 年 9 月

工研院機械所 實習生

研究半導體微波退火技術,應用低頻微波於製程上,提升晶圓均勻性,協助實驗元件拆解組裝

2017 年 1 月 - 2017 年 9 月

橘子蘋果程式設計學苑 助教

協助 App inventor 營隊課程及 Javascript 正式課程,從旁協助並學習講師教學技巧

2016 年 7 月 - 2018 年 1 月

騏驥坊創客教育公司 講師

負責IOT物聯網、智慧家居營隊課程,同時協助講師培訓、場地協調等業務

2018 年 1 月 - 2018 年 3 月

中華系統性創新學會 網路工程師 

負責軟/硬體設備維護,網站後端為 PHP / Mysql,前端為HTML/CSS/Javascript,使用Codeigniter框架開發

2018 年 3 月 - 2018 年 7 月

歐兔歐全球股份有限公司 前後端網頁工程師 

1. 負責網頁前後端,包含新功能設計、排版設計、資料庫維護,使用Yii框架開發

2. 新創公司快速開發且人力少,常常需要負責處理一線客戶問題

2017 年 7 月 - 2019 年 3 月

核果資訊學苑 講師兼教材設計 講課時數 200+ 

1. 教授Python課程,對象為國高中生/APCS班,將自身對程式及教育的熱忱回饋於社會並同時嘗試將輸入化為輸出

2. 負責Python教材與程式開發,教材分為四個層級,包含流程控制、資料結構、演算法、大數據等議題

2018 年 6 月 - 2019 年 6 月

台灣微軟 全球技術支援中心 技術助理  

1. O365客服疑難排解,從了解並定義客戶的問題後盡快提供技術指導或遠端支援
2. 針對大中小企業開發客製化程式,如以C#在Exchange Web上為客戶設計VSTO增益集

2019 年 7 月 - 2020 年 6 月

  • 實驗室網管 / 交大認知工程與計算神經科學實驗室交大 IBM智慧物聯網巨量資料研發中心
  • 國家實驗研究院 台灣半導體研究中心 兼任助理 
  • 負責專案:模組化無線腦波儀開發與實作計畫,負責撰寫實驗場景、蒐集腦波訊號、訊號前處理等
  • 科技部補助研究計畫  / 人工智慧應用研究 - 工具機組裝資料分析與品質預測  
  • 產學研究合作計畫 / 基於機器學習之非焊錫性AOI辨別優化模型研究

2020 年 7 月 - 2020 年 9 月

台灣積體電路製造股份有限公司 材料暨品質系統精進處 暑期實習

提出以生成對抗網路(SinGAN)及物件辨識(YOLOv4)開發封裝後IC之AOI瑕疵檢測系統及OCR產品編號配對系統

2021 年 7 月 - 至今

聯發科技股份有限公司 軟體工程暨產品安全本部 軟體工程師
  • Developed a code suggestion system on Kubernetes that improves code quality by resolving 30%+ of high impact defects, integrated with static analysis tool & open large language models (e.g. Falcon, LLaMa, Pythia).
  • Provided an AutoML build time prediction service that saved 15%+ of computing resources for the code pre-submission system, deployed on serverless container (Google Cloud Run).
  • Implemented an MLOps flow on Vertex Al that can automatically analyse end-user feedback on 10+ products, previously costing 1 man week per product, integrated with UiPath RPA, NiFi ETL, GCP Kubeflow, Big Query, Plotly Dash to provide an end-to-end service. 
  • Responsible for modem software build flow to provide a developer friendly development environment including OF/MP release, feature/ flow related process improvements.

 School 手語社長 x 田徑隊

大一、大二

享卡出行團隊副召、交大領袖學程長、體幹、RUNWAY研發部/財務部、成人英文家教、智能障礙兒童家教

大三、大四

第22屆全國資訊應用服務創新競賽 教育部開放資料組 第一名、交大經典設計助教、NCTU+設計部
畢業專題:排程問題之資料複雜度、台北啟聰學校課輔 、竹教手語社社師

碩士班

第24屆全國資訊應用服務創新競賽 智慧製造組 第一名、第二名、新竹聾人協會輔導志工

2019全國智慧製造大數據分析競賽 決賽入圍、深度學習與工業大數據 助教、Louisa Coffee Barista

Skills


Web Development

Front-end : CSS / HTML / JS / Vue.js 

Back-end : PHP / MySQL / Node.js 

Framework :  Django / MVC-based


Data Science

Python (Numpy / Pandas / Keras / TF)

Productionizing ML/DL models 

Image/Speech processing、NLP



DevOps

Build tools: Makefile / Perl / Perforce

Cloud: GCP    CI/CD: Jenkins / Splunk

Cluster Manage: Kubernetes / Docker


Financial Certifications

證券暨期貨市場發展會 - 高級證券商業務員

證券暨期貨市場發展會 - 證券商業務員  

中華民國信託業商業同業公會 - 信託業業務員  

證券暨期貨市場發展會 - 金融市場常識與職業道德  

TIIBS管理專業能力認證  -  初階企業管理證照


Other Certifications

丙級手語翻譯技術士
中華民國聲暉協會合格同步聽打員
TOEIC  835 (Listening: 435, Reading: 405)
TQUK 國際吧台師 / 拉花師

體育署游泳池救生員 / 體適能健身C級指導員 

EMT-1 救護技術員

Projects


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個人網站  Enter here

個人網站:手刻名片手語社網站北聰手語課輔、作品 / 遊戲

個人網誌:技術文章 Python / Web (ES6 / Vue / Django)、實習心得、iT邦30天鐵人

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交大手語社 Enter here

包含社團簡介、近期活動、成員介紹、課堂影片、聯絡方式等

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台灣微軟科技領袖營


Mobile Web 

結合營隊元素 ( RPG、大地、賭場等 ),讓學員可以有更豐富的遊戲體驗


建構於Microsoft Azure上,安全性高,未來可將此模板應用於其他營隊 

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陽明醫學院 IR系統


外包前後端開發

幫助師生整理資料並統計加以做數據分析,日後進行校務研究發展,改以 GCP 完成 Server, Apache, SQL 相關服務 

User 12606 1478705166

Ta-Yu Huang (David)

Software Engineer, Sign Language Interpreter •  Hsinchu  •  [email protected]

Education

National Yang Ming Chiao Tung University, June 2021

Master of Science, Graduate Institute of Electrical and Computer Engineering

Master Thesis: Imbalanced Aspect Ratio of Surface Defect Detection Using Small Data

Award: 1st & 2nd Place for International ICT Innovative Services Awards,2019

National Yang Ming Chiao Tung University, June 2019

Bachelor of Information Management and Finance, minored in Computer Science, completed 211 credits.

Bachelor Thesis: Data complexity for scheduling problem 

Work Experience

MediaTek, Software Engineer, Jul 2021 ~ Now

Division: Corporate Software Engineering & Security / Engineering Process Technology Div.
vAward*15: Fully embodied MTK's core value "Innovation, Conviction inspired by Deep Thinking, Inclusiveness"

  1. Responsible for modem software build flow to provide a developer friendly development environment including OF/MP release, feature/ flow related process improvements.
  2. Developed a code suggestion system on K8s that improves code quality by resolving 30%+ of high impact defects with static analysis tool & open large language models (e.g. Falcon, LLaMa2, Pythia).
Experienced in GCP:  Vertex AI, AutoML, GCE, GCS, GCF, GCR, GKE, BQ, Cloud SQL, Gen app builder, etc.
  1. Provided an build time prediction serverless system saving 15% computing resources for CI/CD system.
  2. Implemented a recommendation system with MLOps flow to analyze end-user feedback on 20+ products, saved 2 man week per product, integrated with UiPath, NiFi, Kubeflow, Plotly Dash, etc.
  3. Delivered an end-to-end in-house ChatBot with Retrieval Augmented Generation (RAG) on Vertex AI.

Taiwan Semiconductor Manufacturing Co., Data Scientist Intern, Jul 2020 ~ Sep 2020
Division: Statistics Development and Application Department / Manufacturing Quality and Reliability

  1. Developed a high accuracy (95%+) AOI anomaly detection system with SinGAN/YOLOv4 for packaged IC. 
  2. Developed an OCR system based on CRNN model for matching product serial number.

Microsoft Taiwan, Technical Assistant Intern, Jun 2018 ~ Jun 2019 

Division: Global Technical Support Center
Duties: Provided Office365 customer service troubleshooting, customized programs, and technical support.

               Web Development

       Front-end : CSS, HTML, JS, Vue.js 

       Back-end : PHP, MySQL, Node.js 

       Version control :  Git, Perforce

                  Data Science

     Python: Numpy, Pandas, Keras,TF

     Productionize ML/DL models 

     AI : NLP, Image processing

              SRE / DevOps

       Build tools : Makefile, Perl

       CI/CD : GCP,  Jenkins, Splunk

       Cluster manage : K8s, Docker

Skills


Web Development

Front-end : CSS / HTML / JS / Vue.js 

Back-end : PHP / MySQL / Node.js 

Version control :  Git / Perforce


Data Science

Python (Numpy / Pandas / Keras / TF)

Productionizing ML / DL models 

Image / Speech processing (NLP)


SRE / DevOps

Build tools: Makefile / Perl / Perforce

CI/CD: GCP services / Jenkins / Splunk

Cluster manage: K8s / Docker

Certifications


Securities & Futures Institute - Senior Securities Specialist

Securities & Futures Institute - Securities Specialist

Trust Association of ROC - Trust Operations Personnel

TOEIC 835 (Listening: 430, Reading: 405)

Training Qualifications UK - Award in Barista Skills

Sports Administration, MOE - Lifeguard Certificate