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Avatar of Eric Leatherwood.
Social Media Coordinator/ Manager
Within one year
user engagement Experience GOK (God of Konoha), Social Media Manager OctoberAugust 2015 Managed the day to day social media accounts and user interactions of a media company that specialized in Japanese animation celebration and analysis Tessen Enterprise, Assistant Media Manager SeptFeb 2016 Helped manage day to day digital and social media operations including reaching out to potential clients, creating live videos, and predicting what types of social media content users would like the most. Rescor Consulting, Media Editor, MarchOctober 2017 Managed and Coordinated media accounts with other social media managers to enhance the social media sites of our clients
Marketing
Social Media Marketing
Project Manager
Ready to interview
Full-time / Interested in working remotely
4-6 years
California State University Northridge
Political Science/ Communications Double Major
Avatar of 許立農.
Avatar of 許立農.
數據科學家 @中國信託商業銀行股份有限公司
2021 ~ 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 three months
bank recommendations and risks, including projects such as coupon recommendations, account opening marketing lists, and fraud detection. Job responsibilities: Throughout the entire project lifecycle, my primary responsibilities included model design, model training, end-to-end process development, feature design, performance tracking, and method research. Fraud Alert Project Objective: Predicting potential fraudulent accounts based on transaction data, restricting transactions in advance to prevent harm. Responsibilities/Achievements: Development and deployment of credit card and financial features. Managing the data flow process from receiving variables to model predictions, identifying risk factors, and updating alert lists. Implemented Autoencoder
Python
R
MSSQL
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
政治大學
統計
Avatar of the user.
Avatar of the user.
產品專案工程師 @極點股份有限公司(TOPEAK)
2019 ~ Present
Product/Project Manager
Within one month
專案管理
Photoshop
Illustrator
Employed
Full-time / Interested in working remotely
6-10 years
國立成功大學
工業設計
Avatar of ChingHung-Su.
Offline
Avatar of ChingHung-Su.
Offline
Machine Learning engineer @資策會
2018 ~ 2020
Within three months
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/Kaggle - LLM Science Exam ( NLP LLM 銅牌) 排名前10% (21/T-Brain - 永豐AI GO競賽-攻房戰 預測房價 排名前2% (16th) Google QUEST Q
Python
machine learning
Deep Learning
Employed
Full-time / Interested in working remotely
4-6 years
淡江大學
Avatar of the user.
Avatar of the user.
BI Consultant @Team Computers- Mercedes
2013 ~ 2014
Rust Engineer
More than one year
Progressive
Sensitive
Passionate
Full-time / Remote Only
6-10 years
Avatar of Deepti Kaul.
Avatar of Deepti Kaul.
Manager Content @AdFactors PR
2023 ~ Present
Content Manager, Content and Social Manager, Content Editor
Within one month
Deepti Kaul Phone:Email: [email protected] Faridabad, Haryana, India Overview I create content for websites and mobile applications. 14 years of experience into Web & Mobile Content Management, Team Management and Social Media. Exceptional writing and copy-editing skills, as well as in-depth knowledge of news-gathering, publishing tools, content management and technologies. Work Experience SeptemberPresent Manager Content Management and Operations Xiaomi Technology Plan and optimize the content quality of assigned video categories Optimize the logic of regional language auditing and auditors’ ability. Improve the accuracy of language tags. Review the high
Mobile Content
SEO Copywriting
public speaking
Full-time / Interested in working remotely
10-15 years
IGNOU
Post Graduate Diploma in Journalism and Mass Communication
Avatar of Herman Susanto.
Avatar of Herman Susanto.
Clinic Manager @Nulook Anti Aging & Regenerative Center
2022 ~ Present
Business Development Manager
Within one year
company's business development plan JuliAgustus 2020 Business Development Manager The Lifskyn Clinic Banyuwangi Develop a growth strategy focused both on financial gain and customer satisfaction Conduct research to identify new markets and customer needs Arrange business meetings with prospective clients Promote the company's products/services addressing or predicting clients' objectives Provide trustworthy feedback and after-sales support Build long-term relationships with new and existing customers Develop all level staff into valuable sales people JuliJuni 2018 Marketing Consultant Skin 101 Dermatology & Aesthetic Clinic Sidoarjo Create marketing strategies to optimize and enhance company presence Align company goals with
Communications
Media Relations
graphic design
Employed
Full-time / Interested in working remotely
10-15 years
Surabaya Hotel School
Hotel Management
Avatar of 陳倬儒.
Avatar of 陳倬儒.
Senior Information Engineer @Wistron Corporation
2016 ~ Present
資訊工程師
More than one year
陳倬儒 Andy Chen Senior Information Engineer [email protected] Experiences Wistron Corporation, Senior Information Engineer, Sep 2016 ~ Now Develop and maintain web based ERP system Inventory Management module SA and programmer Far Eastern International Bank, MIS Intern, Jan 2012 ~ Jan 2013 Solve users' computer problems Operating system and software installation Hardware maintenance Education M.S. in Information Management, National Chung Cheng University, Sep 2013 ~ Aug 2015 Thesis topic: Predicting Box-Office of Movies Using Online Reviews Data mining, Text mining Thesis advisor: Ya-Han Hu B.S. in Information Management, Yuan Ze
VB.NET
C#
C#.NET
Employed
Full-time / Interested in working remotely
4-6 years
National Chung Cheng University
Institute of Information Management
Avatar of the user.
Commodity Sourcing Manager
More than one year
Word
PowerPoint
專案管理
Full-time / Interested in working remotely
10-15 years
University of Wollongong
International Business
Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Present
Software Engineer
Within one month
but not limited to push-ups and squats, enabling accurate tracking and analysis of workout routines. Skeleton Detection Motion Classification Body AI: 3D Body Data Analysis Engage in a variety of AI side projects focused on leveraging 3D body data, encompassing tasks such as Body ID Recognition, Body Measurements Prediction, and Body Shape Classification. Mesh Data Processing Body Modulization: SMPL Project Engineer • Acer Inc. JanMay 2021 Working in research and development (RND), I provided demand analysis, conceived system architecture, and developed core technology in AI projects Medical AI: Cancer Cells Detection Designed an image preprocessing algorithm and
Python
AI & Machine Learning
Image Processing
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
生物產業機電工程所

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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
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Interested in working remotely
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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