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Avatar of Chun-Jung Huang.
Avatar of Chun-Jung Huang.
OPC Chief Engineer @TSMC
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 one month
Chun-Jung Huang [email protected] Chiao-Tung University, Ph.D. - Photonics,2015 ~ 2020 Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China. Work Experience TSMC, OPC Chief Engineer (MarPresent) ◆Introduced image anomaly detection techniques to identify and address defects in photomask manufacturing, significantly improving product quality and reducing turnaround time. ◆Managed large-scale data processing tasks, demonstrating expertise in analyzing and handling datasets of hundreds of millions, to bolster model development and optimization. ◆Excelled in distributed computing, optimizing code execution across thousands of systems to
Deep learning with TensorFlow
Translational Research
Clinical Research
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chiao-Tung University
Ph.D. - Clinical Engineering
Avatar of erexol.
Avatar of erexol.
Past
Erexol: Revitaliza tu Salud Sexual Masculina @Erexol
2020 ~ 2023
Director
Within one month
salud sexual. Fácil de Integrar en la Rutina Diaria Incorporar Erexol en la rutina diaria es un proceso sencillo. Se recomienda seguir las indicaciones del paquete o las sugerencias de un profesional de la salud para su consumo. Su facilidad de uso convierte a Erexol en una opción ideal para hombres que buscan mejorar su salud sexual de manera sencilla y eficaz. Web Oficial: https://www.erexol.com Descubre los Beneficios de Erexol Inicia tu camino hacia una vida sexual más satisfactoria y plena con Erexol. Visita Web Oficial: https:/
Word
Unemployed
Ready to interview
Full-time / Interested in working remotely
More than 15 years
Avatar of the user.
Avatar of the user.
技術部門經理 @沛鑫包裝科技
2018 ~ Present
R & D technologist/program manager
Within one month
Computer Vision
c#
Automation
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立中興大學
機械
Avatar of Chung David.
Avatar of Chung David.
Past
IoT software engineer @Upwork as a Freelancer
2022 ~ Present
CTO、Sr.Software Manager、Sr.Software Engineer
Within one month
Chung David 鍾昌興 CELL :SW RD PM軟體開發及專案經理 Taipei City, Taiwan 工作經歷 八月十月 2022 IoT software engineer Upwork as a Freelancer 負責台灣高鐵全省網關控制即時監控系統(基於Web VUE ReactJS & Springboot Java GUI的嵌入式系統設備)的更新。 熟悉的技術: a. 嵌入式Linux、Yocto專案、QT、Cmake、Docker b. MCU、Cortex M、Modbus、OPCUA c.
C programming Language
c++ and c#
Java software development
Unemployed
Ready to interview
Full-time / Interested in working remotely
More than 15 years
國立中興大學
物理
Avatar of Citrus Patrimonial.
CEO
Within one month
Citrus Patrimonial Citrus Patrimonial Opiniones - Nuestra plantación de cítricos es un testimonio vivo de la armonía entre el ser humano y la naturaleza, donde prosperamos juntos. Citrus Patrimonial - Es confiable? Resolvemos tus dudas. Mérida, Yucatán, Estados Unidos Mexicanos Citrus Patrimonial Opiniones - Citrus Patrimonial es confiable? Invertir en Citrus Patrimonial ofrece la oportunidad de contribuir al desarrollo económico y social de la región de Yucatán. La empresa trabaja en estrecha colaboración con agricultores locales, promoviendo la creación de empleo y el desarrollo sostenible a través de sus operaciones. En conclusión, invertir en Citrus Patrimonial es una opción
inversion
merida
yucatan
Employed
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
Avatar of the user.
Avatar of the user.
工程師 @Micron Technology 台灣美光
2018 ~ Present
管理職或資深工程師
Within one month
Angular
.NET
CI/CD
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
逢甲
資訊工程
Avatar of the user.
Avatar of the user.
後端工程師組長 @酷必資訊股份有限公司
2022 ~ Present
後端工程師,Team Lead。
Within one month
JavaScript
PHP
jQuery
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
私立吳鳳科技大學
資訊管理系
Avatar of 馮仰靚.
Avatar of 馮仰靚.
Software Engineer @ACEBiotek
2021 ~ Present
iOS工程師
Within one month
underscoring its contributions to medical services' excellence. 3.Intraoperative Recording App (Engineer) Created a surgery recording app using SwiftUI+UIKit, introducing intuitive input methods for healthcare staff. Successfully integrated instrument devices for automated data entry. Implemented offline editing mode to address urgent usage scenarios. AugMarITRI 1.Managed webpages and servers for Smart Set-Top Boxes (SMB). 2.Developed OPC UA server/client on SMB for injection molding. MarAugiOS App Developer Lavata 1. Responsible for developing and maintaining iOS applications, focused on delivering exceptional user exper...
Swift
IOS Development
iOS工程師
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立交通大學
電機與控制
Avatar of HSIAOWEI TSOU.
Project Management
Within three months
communication. Multiple Domain Knowledge In-depth Domain Expertise: Proficient in a wide range of domains, including Manufacturing, IoT, Software, and Supply Chain Management. Proficient in IT/OT Protocols: Well-versed in various IT/OT protocols, including video streaming protocols, network protocols, web development techniques, Modbus and OPC UA. Cloud Platform Proficiency: Experienced in working with leading cloud platforms, including AWS, Azure, Ali Cloud, and Linode. Effective Issue Resolution / Crisis Management Compensation Negotiation: Proficiently represented the company in negotiating compensation and remedial action with customers, ensuring satisfactory resolutions. Cross-Departmental Collaboration: Led large
Word
專案管理
Excel
Full-time / Interested in working remotely
6-10 years
National Cheng Kung University
Industrial and Information Management
Avatar of 林盈進 Mirror.
Avatar of 林盈進 Mirror.
後端工程師 @鼎新電腦股份有限公司
2021 ~ Present
Senior Software Engineer
Within six months
的備份 / 備援,提高緊急事故的應變處理能力,既始出錯仍有能力可再重新回溯至最後狀態。 開發及維護工業物聯網邊緣層服務 Skills: Go、Go Kit、Clean、Consul、Middlewares、InfluxDB、MQTT、Git、Zap Log、Promtail、Loki、Grafana、gRPC、NATS、BadgerDB、frp 理論實踐 Skills: DDD、EDA、Event Sourcing、CQRS、Design Pattern、TDD、Refactoring 學習工業通訊協議 Skills: OPCUA、Mo...
Kubernetes
Docker
Angular
Employed
Full-time / Interested in working remotely
6-10 years
國立中央大學 (肄業)
資訊管理學系碩士班

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Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
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Within three months
Data Scientist @ 中國信託商業銀行
中國信託商業銀行
2020 ~ Present
台灣
Professional Background
Current status
Employed
Job Search Progress
Professions
Fields of Employment
Work experience
4-6 years
Management
Skills
Python
machine learning
Deep Learning
Selenium
pytorch
BeautifulSoup4
ElasticSearch
NLP
Languages
Job search preferences
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Job types
Full-time
Locations
Remote
Interested in working remotely
Freelance
Educations
School
Major
Print

蘇敬閎 (Arvis Su)

[email protected]

0953-302-806

大猩猩科技 - AI Software Engineer

Gorilla Technology AI Software Engineer

  • 5年以上資料分析建模經驗 
  • 5年 Python 軟體開發經驗 
  • 熟悉程式語言:Python, Spark, NoSQL and SQL 
  • 大猩猩科技 Gorilla Technology : AI Software Engineer

  • 中國信託:資料科學家 
  • 資訊工業策進會資安所 : 資料分析工程師
  • 熟悉自然語言處理、Tabular Data 以及推薦系統相關模型建立 
  • Kaggler : Competition Expert (4 銀牌、1 銅)
  • T-Brain 玉山銀行盜刷偵測競賽 7th
  • T-Brain 永豐AI GO競賽-攻房戰 16th

     


工作經歷


四月 2022 - Present

AI Software Engineer 

大猩猩科技 Gorilla Technology 

主要負責如下

1.論文研讀:研讀資安相關論文,並落地運用於公司產品

2.軟體開發:機器學習、深度學習模型演算法開發、效能優化 

3.成效監控:透過MLOPS,自動化監控模型成效與模型疊代機制 

4.與專案管理部門、產品開發技術部門配合,提升ML產品易用性

5.LLM大型語言模型開發 : 建立生成式模型運用於網頁信任度評分與回饋  


[相關ML、DL模型產品開發] 

1.  惡意程式偵測模型

2.  日誌異常檢測並對應於MITRE ATT&CK 

3.  使用者行為異常檢測 

4.  加密網路封包類別辨識 

5.  MLOPS規劃與實踐 

6.  LLM模型開發與部屬


十月 2020 - 四月2022

Data Scientist

中國信託商業銀行

1. 協作溝通:與業務單位、BA 討論業務需求、目標變數、模型前導測試、模型使用教學 

2. 模型研發:研讀業界實際落地應用的論文,並將其運用於行內 

3. 模型成效與指標定義 

4. 系統架構設計 : 開發金融產品需求與推薦系統模型 

5. 新人帶領 :協助新人科內業務了解、定義目標變數、模型開發與成效計算 


[相關ML、DL模型產品開發]

1. 建立行內第一個推薦引擎產品 

2. 個人化優惠推薦模型

3. 個人化金融產品推薦模型

4. 每日推薦模型成效報表產出 



八月 2018 - 十月 2020

Machine Learning Engineer

資策會

主要負責如下

  • 協作溝通:
    • 與負責後端架構協作,將研發成果部署Docker Image並導入至指定系統
    • 技術轉移與指導教學
  • 資料蒐集:
    • 開發爬蟲程式,爬取一般網站與暗網資安情資,並將其結果導入資料庫
  • 模型研發業務:
    • 研讀資安相關論文並將其技術落地應用於實際資安場景
    • 所內科專計畫分項負責人,研究企劃撰寫、論文研究與研討會發表
    • 制定目標變數與模型衡量指標
  • 系統開發
    • 開發簡易 Flask API
  • 新人面試:
    • 參與主管面試,協助篩選是否合適團隊成員,詢問相關分析技術與過往經歷


[相關ML、DL模型產品開發] 

1. 社群平台假帳號鑑識

2. 惡意程式家族分類

3. Active Learning 惡意程式分類

4. 資安論文發表ICACT 2020

Malware Family Classification using Active Learning byLearning 

5. 鑑別社群貼文是否為資安相關內容

6. 財團法人電信技術中心 - 多標籤垃圾郵件分類模組開發

[資料蒐集相關開發] 

暗網爬蟲及一般明網爬蟲模組開發 


Honors | Awards

2023 Data Scinece Competition 

1. Feedback Prize - Predicting Effective Arguments (NLP LLM 銀牌) 排名前4% (21/1571)

2. Kaggle - LLM Science Exam (NLP LLM 銅牌) 排名前10% (21/1571)

3. T-Brain - 永豐AI GO競賽-攻房戰  預測房價 排名前2% (16th) 

Google QUEST Q&A Labeling 

(銀牌) 排名前2% (21/1571)

參與Kaggle Google所舉辦的NLP競賽,使用LSTM與客製化BERT模型架構,並於最後取得21名佳績,

https://www.kaggle.com/c/google-quest-challenge

Feedback Prize - Predicting Effective Arguments

(銀牌) Solo排名前4% (70/1557)

透過Deberta + LGBM 2 Stage NLP Model 

完成Solo競賽並排名前4%

Jigsaw Unintended Bias in Toxicity Classification 

(銀牌) 排名前3% (74/3165)


參與Kaggle Jiasaw所舉辦的NLP競賽,預測於發文內容中是否有惡意言論傾向,如辱罵、歧視等等言語.

使用LSTM與BERT模型,並於最後取得74名佳績,

https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification

Riiid Answer Correctness Prediction

 (銀牌) 排名前2% (37/3395)


參與Kaggle Riiid所舉辦的知識追蹤競賽,使用Tree-Based Model與Transformer模型,並於最後取得37名佳績

https://www.kaggle.com/c/riiid-test-answer-prediction

ESUN Fraud detection competition : 

排名前1% 7/1366


參與玉山所舉辦的盜刷偵測競賽,於最後取得第七名佳績

https://tbrain.trendmicro.com.tw/Competitions/Details/10

中信優惠推薦引擎得獎

2022 Retail Banker International Asia Trailblazers Awards : Highly Commended Achievement - Best Use of Technology in Advertising / Marketing Strategy

一張含有 標誌 的圖片 <br />自動產生的描述


一張含有 文字 的圖片 <br />自動產生的描述

Resume
Profile

蘇敬閎 (Arvis Su)

[email protected]

0953-302-806

大猩猩科技 - AI Software Engineer

Gorilla Technology AI Software Engineer

  • 5年以上資料分析建模經驗 
  • 5年 Python 軟體開發經驗 
  • 熟悉程式語言:Python, Spark, NoSQL and SQL 
  • 大猩猩科技 Gorilla Technology : AI Software Engineer

  • 中國信託:資料科學家 
  • 資訊工業策進會資安所 : 資料分析工程師
  • 熟悉自然語言處理、Tabular Data 以及推薦系統相關模型建立 
  • Kaggler : Competition Expert (4 銀牌、1 銅)
  • T-Brain 玉山銀行盜刷偵測競賽 7th
  • T-Brain 永豐AI GO競賽-攻房戰 16th

     


工作經歷


四月 2022 - Present

AI Software Engineer 

大猩猩科技 Gorilla Technology 

主要負責如下

1.論文研讀:研讀資安相關論文,並落地運用於公司產品

2.軟體開發:機器學習、深度學習模型演算法開發、效能優化 

3.成效監控:透過MLOPS,自動化監控模型成效與模型疊代機制 

4.與專案管理部門、產品開發技術部門配合,提升ML產品易用性

5.LLM大型語言模型開發 : 建立生成式模型運用於網頁信任度評分與回饋  


[相關ML、DL模型產品開發] 

1.  惡意程式偵測模型

2.  日誌異常檢測並對應於MITRE ATT&CK 

3.  使用者行為異常檢測 

4.  加密網路封包類別辨識 

5.  MLOPS規劃與實踐 

6.  LLM模型開發與部屬


十月 2020 - 四月2022

Data Scientist

中國信託商業銀行

1. 協作溝通:與業務單位、BA 討論業務需求、目標變數、模型前導測試、模型使用教學 

2. 模型研發:研讀業界實際落地應用的論文,並將其運用於行內 

3. 模型成效與指標定義 

4. 系統架構設計 : 開發金融產品需求與推薦系統模型 

5. 新人帶領 :協助新人科內業務了解、定義目標變數、模型開發與成效計算 


[相關ML、DL模型產品開發]

1. 建立行內第一個推薦引擎產品 

2. 個人化優惠推薦模型

3. 個人化金融產品推薦模型

4. 每日推薦模型成效報表產出 



八月 2018 - 十月 2020

Machine Learning Engineer

資策會

主要負責如下

  • 協作溝通:
    • 與負責後端架構協作,將研發成果部署Docker Image並導入至指定系統
    • 技術轉移與指導教學
  • 資料蒐集:
    • 開發爬蟲程式,爬取一般網站與暗網資安情資,並將其結果導入資料庫
  • 模型研發業務:
    • 研讀資安相關論文並將其技術落地應用於實際資安場景
    • 所內科專計畫分項負責人,研究企劃撰寫、論文研究與研討會發表
    • 制定目標變數與模型衡量指標
  • 系統開發
    • 開發簡易 Flask API
  • 新人面試:
    • 參與主管面試,協助篩選是否合適團隊成員,詢問相關分析技術與過往經歷


[相關ML、DL模型產品開發] 

1. 社群平台假帳號鑑識

2. 惡意程式家族分類

3. Active Learning 惡意程式分類

4. 資安論文發表ICACT 2020

Malware Family Classification using Active Learning byLearning 

5. 鑑別社群貼文是否為資安相關內容

6. 財團法人電信技術中心 - 多標籤垃圾郵件分類模組開發

[資料蒐集相關開發] 

暗網爬蟲及一般明網爬蟲模組開發 


Honors | Awards

2023 Data Scinece Competition 

1. Feedback Prize - Predicting Effective Arguments (NLP LLM 銀牌) 排名前4% (21/1571)

2. Kaggle - LLM Science Exam (NLP LLM 銅牌) 排名前10% (21/1571)

3. T-Brain - 永豐AI GO競賽-攻房戰  預測房價 排名前2% (16th) 

Google QUEST Q&A Labeling 

(銀牌) 排名前2% (21/1571)

參與Kaggle Google所舉辦的NLP競賽,使用LSTM與客製化BERT模型架構,並於最後取得21名佳績,

https://www.kaggle.com/c/google-quest-challenge

Feedback Prize - Predicting Effective Arguments

(銀牌) Solo排名前4% (70/1557)

透過Deberta + LGBM 2 Stage NLP Model 

完成Solo競賽並排名前4%

Jigsaw Unintended Bias in Toxicity Classification 

(銀牌) 排名前3% (74/3165)


參與Kaggle Jiasaw所舉辦的NLP競賽,預測於發文內容中是否有惡意言論傾向,如辱罵、歧視等等言語.

使用LSTM與BERT模型,並於最後取得74名佳績,

https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification

Riiid Answer Correctness Prediction

 (銀牌) 排名前2% (37/3395)


參與Kaggle Riiid所舉辦的知識追蹤競賽,使用Tree-Based Model與Transformer模型,並於最後取得37名佳績

https://www.kaggle.com/c/riiid-test-answer-prediction

ESUN Fraud detection competition : 

排名前1% 7/1366


參與玉山所舉辦的盜刷偵測競賽,於最後取得第七名佳績

https://tbrain.trendmicro.com.tw/Competitions/Details/10

中信優惠推薦引擎得獎

2022 Retail Banker International Asia Trailblazers Awards : Highly Commended Achievement - Best Use of Technology in Advertising / Marketing Strategy

一張含有 標誌 的圖片 <br />自動產生的描述


一張含有 文字 的圖片 <br />自動產生的描述