CakeResume Talent Search

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4〜6年
6〜10年
10〜15年
15年以上
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Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ 現在
Software Engineer
1ヶ月以内
Python
AI & Machine Learning
Image Processing
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
國立台灣大學
生物產業機電工程所
Avatar of Wang Chunshan.
Avatar of Wang Chunshan.
Data Engineer @TSMC 台積電
2022 ~ 現在
資料分析師、演算法工程師、軟體工程師、軟體專案管理
1ヶ月以内
Chun Shan, Wang [email protected] SUMMARY I'm a skilled software engineer, experienced in NLP and Data Engineering for over 4 years. I've delivered dependable solutions across commercial, educational, and psychological counseling domains. Expertise lies in deploying stable systems, ensuring valuable and trustworthy development. My background seamlessly integrates data and machine learning for comprehensive solutions. KEYWORDS: Python, NLP/NLU, Backend, Data, CI/CD, kubernetes, JAVA Spring, EXPERIENCE Data Engineer,now, TSMC I Build and improved the Python/JAVA services, including caching service with mongoDB and Redis, monitoring
Backend Development
NLP
Python
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
國立中央大學 National Central University
網路學習科技研究所
Avatar of 潘揚燊.
Avatar of 潘揚燊.
智慧製造全端開發工程師 @聯華電子股份有限公司
2022 ~ 現在
AI工程師、機器學習工程師、深度學習工程師、影像演算法工程師、資料科學家、Ai Application Engineer,Machine Learning Engineer,Deep Learning Engineer,Data Scientist
1ヶ月以内
各製程機台介面之影像辨識功能: OCR 元件、客製化機台影像辨識元件開發、瑕疵檢測模型開發、影像分割模型開放、影像定位演算法開發。 開發功能專案管理:系統設計與功能規劃,與外包共同完成系統優化與功能開發。 UMC 12X 廠內RPA專案執行:與使用
Python
Qt
Git
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
元智大學 Yuan Ze University
工業工程與管理學系所
Avatar of 王文祥.
Avatar of 王文祥.
經理 @鴻博資訊有限公司
2015 ~ 現在
軟體工程師、電玩程式設計師、後端工程師、APP開發工程師、演算法開發工程師
1ヶ月以内
Wang Wen Shang Tainan City, Taiwan || [email protected] Work Experience Manager • Winerva Software Technology Co., Ltd. 四月Present | Taipei, Taiwan Visual Inspection Product Development Product Introduction ∶ https://www.winerva.com/portfolio Project Introduction ∶ https://drive.google.com/drive/folders/1bWVlaIMSOkZJ60wfYuyBcnz1adehqsyo?usp=drive_link Computer Vision Software Engineer • Weijun Precision Machinery Co., Ltd. 十一月三月 2015 | Taipei, Taiwan Product∶ Screw AOI Isnpection System Project Deputy Manager • Genesis Technology ,Inc. 七月一月 2010 | Taipei, Taiwan Product
Python
AOI
MES
就職中
面接の用意ができています
フルタイム / リモートワークのみ
10〜15年
崑工科技大學
電子工程
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Avatar of the user.
Past
後端工程師 @Beyond Cars
2023 ~ 2023
後端工程師
1ヶ月以内
MongoDB
MySQL
PostgreSQL
無職
面接の用意ができています
フルタイム / リモートワークに興味あり
6〜10年
輔仁大學
工商心理學
Avatar of 陳閔致.
Avatar of 陳閔致.
Past
外包-全端工程師 @艾力克電機
2023 ~ 2023
前端工程師、後端工程師、全端工程師
2ヶ月以内
研究案,ICD國際疾病碼之人工智慧學習的產學合作案子。加入時案子已經有一定進展,主要是跟學長們一起思考如何加速演算法的流程。 SideProject 時數填寫平台 開發一個能幫助學生填報時數的平台,每天會自動化啟動一次這項服務。平台主要是透過
Word
Excel
程式設計
無職
面接の用意ができています
Intern / リモートワークに興味あり
4〜6年
國立雲林科技大學
資訊管理系
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Sr. Full Stack Engineer @類神經網路股份有限公司
2021 ~ 現在
資深程式設計師
1ヶ月以内
Android
Windows
Linux
就職中
面接の用意ができています
フルタイム / リモートワークに興味あり
6〜10年
輔仁大學 Fu Jen Catholic University
Computer Science and Information Engineering
Avatar of 蔡卓霖.
Avatar of 蔡卓霖.
Past
Sr. Frontend Engineer @旭捷資訊有限公司
2022 ~ 2023
前端工程師、資深前端工程師
1ヶ月以内
RWD 開發電影/影集 行銷活動網站 React, Redux, SCSS, RWD, RESTful API, Git 英諾瓦資訊科技 - Engineer(F2E) | 2018/07 ~ 2018/11・ 5 mos 前端訓練專案:Todo List with Weather API and Algorithm Challenges 曉數碼 - Game Designer | 2014/08 ~ 2016/11・ 2 yrs 4 mos ・ 0到1新創經驗 ・ 國際知名IP遊戲在地化與遊戲內容測試 ・ 自學 SQL 且導入至測試
ReactJS
Redux Toolkit
Ant Design
無職
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
大仁科技大學
應用英文
Avatar of 高鈺傑.
Avatar of 高鈺傑.
Past
資深前端工程師 @比房科技
2022 ~ 2024
Frontend developer.
1ヶ月以内
開發新功能,並同時評估開發效益,幫助了公司內部的效率與面對市場的能力。 技術使用: A ws, Laravel, PHP, Google analytics, Google Tag, Google Ads, 文字比對演算法 Freelance/Other Freelance 九月五月 2021, 三月 2024 Taipei, Taiwan 從0到1規劃 、 開發與BD,並在2024發布第一個自建的SaaS平台 。 自行接案( 官網 )、部落格
Frontend
Backend
Product
無職
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
暨南大學
電機工程
Avatar of Liz Li.
Avatar of Liz Li.
Past
Product Manager @TG3D Studio
2023 ~ 2023
市場調查、市場分析、商業分析、資料分析
1ヶ月以内
體 (人體掃描機) 物料採購、庫存控管、出貨測試 ・權限管理: 開設客戶帳號及開通平台功能,確認符合訂單所需 # 人體掃描 # AI 演算法 # 3D 動畫 # 數位時尚(服裝, 布料數位化, 藝術創作) Product Manager • 雄獅資訊科技股份有限公司 九月一月 2023 ・專案管理: 了解新事
Gitmind
Figma
Redmine
無職
面接の用意ができています
フルタイム / リモートワークに興味あり
4〜6年
National Taipei University of Business 國立台北商業大學
商品創意經營學系

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Logo of MediaTek 聯發科技.
MediaTek 聯發科技
2022 ~ 2023
Hsinchu City, Taiwan
Professional Background
現在の状況
就職中
求人検索の進捗
就職希望
Professions
Data Scientist, Data Engineer
Fields of Employment
人工知能/機械学習, ビッグデータ
職務経験
1〜2年
Management
なし
スキル
AI & Machine Learning
言語
English
中級者
Chinese
ネイティブまたはバイリンガル
Job search preferences
希望のポジション
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
求人タイプ
フルタイム
希望の勤務地
台灣新竹市
リモートワーク
リモートワークに興味あり
Freelance
はい、私はアマチュアのフリーランスです。
学歴
学校
National Chiao Tung University
専攻
Master's Degree, Management Information Systems
印刷

吳啓玄 (Alex Wu)

  Hsinchu City, Taiwan 300


About me

I am a graduated student in National Yang Ming Chiao Tung University,Taiwan. My thesis is "Model-Agnostic Training with Sample Selection for Fair and Robust Learning". 

I am familiar with  deep learning related technologies, including trustworthy AI and computer vision.

In addition, I am also interested and passionate in information technology, including database, cloud, software design and development.

        

Education


Sep 2021 - Jul 2023

National Yang Ming Chiao Tung University (NYCU)

Master's Degree, Institute Of Information Management



Sep 2017 - Jun 2021

National Taipei University (NTPU)

Bachelor's Degree, Statistics

Sep 2014 - Jun 2017

National Hsinchu Senior High School

Professional Skills

Subjects


  • Deep Learning
    • Trustworthy AI
    • Computer Vision
    • Optimization
  • Data Mining
  • Machine Learning
  • Statistical Modeling
  • Algorithm
  • Cloud Computing
  • Database


Skills


  • Python, C, C++
  • PyTorch, Tensorflow, Keras
  • LINUX
  • GIT, Bitbucket, Jira
  • Airflow, MLflow
  • AWS, Azure
  • Google Cloud Platform
    • BigQuery, GCS
    • Composer, Pub/Sub
    • Function,  Scheduler

Language


  • Chinese
  • English (TOEIC 720)

AI/ML Related Course Record


Deep Learning 

CM, NYCU (交大電信所)

Spring 2022, GRADE: A+

https://github.com/alexwu0911/Deep-Learning-2022-Spring

  • Implement FNN gradient descent using only python numpy package.
  • Establish CNN and ResNet to classify images by PyTorch.
  • Establish Transformer to classify news documents by PyTorch, Top 2 accuracy in class .
  • Implement VAE and GAN to create anime face by pyTorch.
  • Build DQN and Actor-Critc RL model on Lunarlander using PyTorch.

Machine Learning

EE, NYCU (交大電子所) & MTK

Spring 2022, GRADE: A

https://github.com/alexwu0911/Machine-Learning-2022-Spring

  • Train an image classification model on CIFAR-100  with limited size, 100MB.
    • Build ResNet-50 and use SAM Optimizer (2021, Google). 
    • Achieve almost 83% accuracy.
  • Final project is building road image segmentaion model on mediaTek chip. 
    • Using U-Net and post-training quantization to compress tflite model.
    • Achieve 0.735 mIOU, Top 3 in class.

Data Mining

IIM, NYCU (交大資管所)

Fall 2021, GRADE: A 

https://github.com/alexwu0911/Data-Mining-2021-Fall

  • Using Keras, scikit-learn build ml model such as  random forest, xgboost, LSTM... to do sentiment analysis, time series prediction etc.
  • Construct Hadoop & Pyspark to compute matrix factorization distributedly.

Work Experience



AI Engineer Intern

MediaTek Inc. (AIDE/AI Team)

Jan 2023 - Jun 2023
Hsinchu City, Taiwan

  • Wafer parametric map anomaly auto recognition (Self-Supervised learning).
  • Solve wafer map missing value issue by per-pixel mean, global mean method.
  • Build wafer map anomaly pattern classifier by PyTorch Lightning and Hydra.

Data Engineer Intern

MediaTek Inc. (AIDE/DE Team)

Jun 2022 - Dec 2022
Hsinchu City, Taiwan

  • Supporting AI project in data pipeline and ETL.
  • Build statistics and completeness KPI of test item and die in CP、FT、SLT three test stage.
  • Using Python Airflow and Big Query、 Google Cloud Storage to establish auto data schedulers.
  • Construct loosely-coupled structure by pub/sub service on GCP.





AI/ML Related Competition


2022 TSMC x Microsoft Careerhack 

TSMC & Microsoft

Jan 2022

Work: Energy-Efficient Dashboard

The IOT device connects to the home appliance, transmits the collected electricity consumption data to the azure IoT center, and uses python to capture the data in the blob storage to organize the data and present it on the smart dashboard, providing home appliance users with a clearer understanding of home appliances power consumption details and electricity bill trial calculation, so as to achieve smart power consumption and energy saving.


 

The 6th ETC Traffic Data Competition

MOTC, ROC

Aug 2020

Work:  CATS - Clog AlerT System

After using a variety of models to build, the best prediction model for the backlog mileage is obtained, and the influence of different variables on the backlog mileage is explored. By exploring the importance of variables and building models, the possible back-blocking impacts after future national highway accidents can be dealt with more quantitatively and systematically.

2020 NTPU Stats Research Project Competition

NTPU Stats

Jun 2020

Work: P2P Default risk forecast

Using Logistic regression and random forest to construct a default prediction model of P2P online lending platform, the data is obtained from Lending Club, from 2016~2019.





Certifications


TOEIC

720

Apr 2018

 

Big Data Analyst and Machine Learning Engineer 

(Industry Professional Assessment System, IPAS)

Nov 2021, Dec 2022


 

Resume
プロフィール

吳啓玄 (Alex Wu)

  Hsinchu City, Taiwan 300


About me

I am a graduated student in National Yang Ming Chiao Tung University,Taiwan. My thesis is "Model-Agnostic Training with Sample Selection for Fair and Robust Learning". 

I am familiar with  deep learning related technologies, including trustworthy AI and computer vision.

In addition, I am also interested and passionate in information technology, including database, cloud, software design and development.

        

Education


Sep 2021 - Jul 2023

National Yang Ming Chiao Tung University (NYCU)

Master's Degree, Institute Of Information Management



Sep 2017 - Jun 2021

National Taipei University (NTPU)

Bachelor's Degree, Statistics

Sep 2014 - Jun 2017

National Hsinchu Senior High School

Professional Skills

Subjects


  • Deep Learning
    • Trustworthy AI
    • Computer Vision
    • Optimization
  • Data Mining
  • Machine Learning
  • Statistical Modeling
  • Algorithm
  • Cloud Computing
  • Database


Skills


  • Python, C, C++
  • PyTorch, Tensorflow, Keras
  • LINUX
  • GIT, Bitbucket, Jira
  • Airflow, MLflow
  • AWS, Azure
  • Google Cloud Platform
    • BigQuery, GCS
    • Composer, Pub/Sub
    • Function,  Scheduler

Language


  • Chinese
  • English (TOEIC 720)

AI/ML Related Course Record


Deep Learning 

CM, NYCU (交大電信所)

Spring 2022, GRADE: A+

https://github.com/alexwu0911/Deep-Learning-2022-Spring

  • Implement FNN gradient descent using only python numpy package.
  • Establish CNN and ResNet to classify images by PyTorch.
  • Establish Transformer to classify news documents by PyTorch, Top 2 accuracy in class .
  • Implement VAE and GAN to create anime face by pyTorch.
  • Build DQN and Actor-Critc RL model on Lunarlander using PyTorch.

Machine Learning

EE, NYCU (交大電子所) & MTK

Spring 2022, GRADE: A

https://github.com/alexwu0911/Machine-Learning-2022-Spring

  • Train an image classification model on CIFAR-100  with limited size, 100MB.
    • Build ResNet-50 and use SAM Optimizer (2021, Google). 
    • Achieve almost 83% accuracy.
  • Final project is building road image segmentaion model on mediaTek chip. 
    • Using U-Net and post-training quantization to compress tflite model.
    • Achieve 0.735 mIOU, Top 3 in class.

Data Mining

IIM, NYCU (交大資管所)

Fall 2021, GRADE: A 

https://github.com/alexwu0911/Data-Mining-2021-Fall

  • Using Keras, scikit-learn build ml model such as  random forest, xgboost, LSTM... to do sentiment analysis, time series prediction etc.
  • Construct Hadoop & Pyspark to compute matrix factorization distributedly.

Work Experience



AI Engineer Intern

MediaTek Inc. (AIDE/AI Team)

Jan 2023 - Jun 2023
Hsinchu City, Taiwan

  • Wafer parametric map anomaly auto recognition (Self-Supervised learning).
  • Solve wafer map missing value issue by per-pixel mean, global mean method.
  • Build wafer map anomaly pattern classifier by PyTorch Lightning and Hydra.

Data Engineer Intern

MediaTek Inc. (AIDE/DE Team)

Jun 2022 - Dec 2022
Hsinchu City, Taiwan

  • Supporting AI project in data pipeline and ETL.
  • Build statistics and completeness KPI of test item and die in CP、FT、SLT three test stage.
  • Using Python Airflow and Big Query、 Google Cloud Storage to establish auto data schedulers.
  • Construct loosely-coupled structure by pub/sub service on GCP.





AI/ML Related Competition


2022 TSMC x Microsoft Careerhack 

TSMC & Microsoft

Jan 2022

Work: Energy-Efficient Dashboard

The IOT device connects to the home appliance, transmits the collected electricity consumption data to the azure IoT center, and uses python to capture the data in the blob storage to organize the data and present it on the smart dashboard, providing home appliance users with a clearer understanding of home appliances power consumption details and electricity bill trial calculation, so as to achieve smart power consumption and energy saving.


 

The 6th ETC Traffic Data Competition

MOTC, ROC

Aug 2020

Work:  CATS - Clog AlerT System

After using a variety of models to build, the best prediction model for the backlog mileage is obtained, and the influence of different variables on the backlog mileage is explored. By exploring the importance of variables and building models, the possible back-blocking impacts after future national highway accidents can be dealt with more quantitatively and systematically.

2020 NTPU Stats Research Project Competition

NTPU Stats

Jun 2020

Work: P2P Default risk forecast

Using Logistic regression and random forest to construct a default prediction model of P2P online lending platform, the data is obtained from Lending Club, from 2016~2019.





Certifications


TOEIC

720

Apr 2018

 

Big Data Analyst and Machine Learning Engineer 

(Industry Professional Assessment System, IPAS)

Nov 2021, Dec 2022