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Taiwan
台灣
Taipei City, Taiwan
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United States
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भारत
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National Yang Ming Chiao Tung University
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Data Scientist
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
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Micron Technology 台灣美光
英業達股份有限公司
SHL Medical 瑞健股份有限公司
17LIVE
AK Hostel
ASUS Cloud Corporation
AZIMUTH SOCIAL RESEARCH
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4-6 years
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  • Exclude read results
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Avatar of 邱義塵.
Active
Avatar of 邱義塵.
Active
邱義塵
Past
Data Engineer @Rooit Inc. (XO App)
・
2023 ~ 2023
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
邱義塵 於獨角獸多媒體設計有限公司擔任 遊戲測試工程師一職 建立公司測試團隊的測試流程和撰寫自動化測試程式 SDET、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 城市，TW [email protected] 工作經歷 獨角獸多媒體
Python
Data Analysis
Data Science
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
中國醫藥大學(China Medical University)
・
臨床醫學研究所
300+
Avatar of 陳惠龍.
Avatar of 陳惠龍.
陳惠龍
Data science lecturer @Ittraining
・
2020 ~ Present
Data Scientist 資料科學家_數據分析師
Within one month
Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a recommender system based on real-world e-commerce sessions, 2023/02/08 - Bronze medal (solo): (Kaggle) H&M Personalized Fashion Recommendations: Provide product recommendations based on previous purchases, 2022/05/
nlp-rasa
recommender system
pytorch tensorflow
Employed
・
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
・
School of civil engineering (Stochastic & statistical hydrology)
Avatar of the user.
Avatar of the user.
Available for paid companies
Sr. RD Manager @蓋亞資訊有限公司
・
2022 ~ 2023
CTO
Within one month
PHP
ElasticSearch
RabbitMQ
Employed
Full-time / Interested in working remotely
10-15 years
朝陽科技大學
・
資訊管理
Avatar of the user.
Avatar of the user.
Available for paid companies
Data Engineer @FarEasTone Telecom
・
2021 ~ Present
Data engineer
Within one month
Python
Azure
DataBricks
Employed
Full-time / Interested in working remotely
6-10 years
National Chung Cheng University
・
Applied Geophysics
Avatar of the user.
Avatar of the user.
Available for paid companies
Data Scientist/ Engineer @Intomarkets
・
2022 ~ Present
Data Scientist
More than one year
Machine Learning
Statistical Analysis
Big Data
Full-time / Interested in working remotely
6-10 years
University of Paderborn
・
Master of Science in Computer
Avatar of Nikhil Kumar Jha.
Avatar of Nikhil Kumar Jha.
Nikhil Kumar Jha
Senior Data Scientist @TeamViewer GmbH
・
2021 ~ Present
Data Scientist
Within one month
geographic/demographic resemblance. - Clustering 200Mn+ users to tune marketing campaigns and generate sales opportunities. - Conducting hiring interviews, providing mentorship and onboarding junior colleagues. Data Scientist • CHECK24, Münster JulyOctoberEstablished a central framework and delivered end-to-end pipelines for 7+ ML projects into production. - Recommender systems - Session-based (RNN), Collaborative Filtering (ALS) and Content-based. - Product matching for 20Mn+ hotels using Fuzzy Pattern, NLP algorithms, and rule-based models. - Time-series forecasting of hotel prices for next 90 days across 500+ cities using LSTM, ARIMA models. - Customer journey mapping
Python
C++
Docker
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
University of Paderborn
・
Computer Engineering
Avatar of SU TSZ.
Avatar of SU TSZ.
SU TSZ
Past
Senior Product Manager (Product Owner) @PopDaily 波波黛莉
・
2020 ~ 2022
Product Designer (UI/UX)
More than one year
recommenders and collaborating with a data scientist. What I did in PopDaily: Worked as a product owner of two cross-functional teams within a solid Agile workflow. Adopted product iteration through data-driven decision-making and worked closely with the data team. Introduced a new 3rd party system for e-commerce business, including tackling the membership system integration and acting as a bridge between internal stakeholders and the system provider. Took charge of product design and management for the whole company myself for three months, including executing product design, coworking with a 9-person tech team
figma
Photoshop
Illustrator
Unemployed
Full-time / Interested in working remotely
4-6 years
國立台灣科技大學
・
工業設計系
Avatar of Abo Lei.
Avatar of Abo Lei.
Abo Lei
Sr. Machine Learning Engineer @Micron Technology 台灣美光
・
2022 ~ Present
Data Scientist
More than one year
concepts. 4. Design/Develop a infrastructure for scrum development. 5. Design/Develop automation control system with C#/CTeam work with external corporations in AI projects. Improve inspection efficiency by collecting data from the shopfloor. Analyze data to help improve the system or inspect whether the demands from business side is doable. Do researches for new ML models (recommender model, NLP model) or architectures which are suitable for the system. Key Projects: AI-based real-time Optical Inspection System Objective: Improve Inspection accuracy of AOI system by collecting dat
Word
PowerPoint
Excel
Full-time / Interested in working remotely
4-6 years
Southern Taiwan University of Science and Technology
・
Computer Science and Information Technology
Avatar of James Ron.
Avatar of James Ron.
James Ron
Owner @AZIMUTH SOCIAL RESEARCH
・
2020 ~ Present
Owner
Within one year
in response to requests for international assistance from the Mexican Diabetes Association Developed a new insulin and blood glucose test delivery program for 500 children in partnership with the Eli Lilly Foundation Mexico and the Mexican Diabetes Association. Patient health outcomes improved as a result of this new program. - In India, as project co-leader, helped design, oversee and evaluate a low-cost medical intervention for 200 children. Based on this data, the team recommended a more cost-effective system for adjusting insulin doses in resource-poor contexts. This new system was di...
research
writing
international development
Employed
Remote Only
More than 15 years
Stanford University
・
Bachelor of Arts Political Science
Avatar of Athira AnilKumar Vengavila.
Avatar of Athira AnilKumar Vengavila.
Athira AnilKumar Vengavila
Software Tester @MAXGEN TECHNOLOGIES
・
2018 ~ 2019
Software tester
Within two months
levels of testing (System, Integration, and Regression). Tested mobile applications and websites. Tested on android and ios devices, windows,ubuntu and mac. Done functional and UI testing. Detects and tracks software defects and inconsistencies. Work closely with other areas of the business to understand the system’s functional and non-functional requirements. Communicate significant issues or developments identified during quality assurance activities and provide recommended process improvements. Apply quality engineering principals throughout the Agile product lifecycle. Provide support and documentation. Prepare Test Cases,Test Scenarios and Defect Report. Work within
Microsoft Office
Excel
Testing
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
Oxford Brookes University
・
M.Sc Digital Marketing

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Definition of Reputation Credits

Technical Skills
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Problem-Solving
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Adaptability
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Within one month
Avatar of 邱義塵.
邱義塵
Data Scientist
Logo of Rooit Inc. (XO App).
Rooit Inc. (XO App)
・
2023 ~ 2023
Taichung, 北區台中市台灣
Professional Background
Current status
Unemployed
Job Search Progress
Ready to interview
Professions
Data Scientist, Data Analyst, QA / Test Engineer
Fields of Employment
Mobile Apps, Artificial Intelligence / Machine Learning, Video Games
Work experience
4-6 years work experience (6-10 years relevant)
Management
I've had experience in managing 1-5 people
Skills
Python
Data Analysis
Data Science
Deep Learning
Reinforcement Learning
SQL
Computer Vision
Quantum Computing
QA Testing
Recommender Systems
bussiness analysis
SDET
Languages
English
・
Intermediate
Job search preferences
Positions
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
Job types
Full-time
Locations
Taichung, 台灣, Sweden, Norway, Denmark, Finland, Japan, Iceland
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
中國醫藥大學(China Medical University)
Major
臨床醫學研究所
Print
Mgpjz8wh33x6j21knydq

邱義塵

於獨角獸多媒體設計有限公司擔任 遊戲測試工程師一職 

建立公司測試團隊的測試流程和撰寫自動化測試程式

SDET、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
城市，TW
[email protected]

工作經歷

獨角獸多媒體設計有限公司, 遊戲測試工程師,   Nov 2023 ~ Now

Python/Postman/Selenium/Gitlab 
- 已測試遊戲 Slot 3款 旗牌 4款 對戰 1款
- 完善團隊遊戲測試計畫公版和測試流程
- 利用selenium建立遊戲和後台自動化測試，增加測試覆蓋率和減少測試時程 
- 使用Python和Postman 進行SLOT/棋牌/對戰 遊戲測試 
- 統整和回報專案和測試進程 
- 自動下注驗證RTP分布機率是否正常 
- 協助計算遊戲機率和賭場優勢

Rooit inc., Data Engineer, Jan 2023 ~ Oct 2023

Python/MongoDB/Business Analysis/Data Analysis/Bigquery/Redis/Tableau/Neo4J/Flask

- 利用Python爬取大陸論壇的人物照片擷取可用5000張圖片進行推薦 

- 使用Selenium進行上萬張NSFW圖片的分類辨識 

- 從Amplitude和MongoDB提取使用者資料，進行DAU/MAU等BA和DA分析，使用Tableau和Python製作Dashboard呈現結果 

- 優化交友推薦系統並開發使用新的推薦演算法

- 建立data to Bigquery/Redis 的 pipeline分流舊有MongoDB資料庫減少MongoDB巔峰時流量負荷 

- 利用使用者在APP上的行為模式資料建立Knowledge Graph


NEITHNET Inc., 資料科學家, Apr 2021~ Jan 2023

Python/Neo4J/Graph Neural Network/Data Analysis/SQL

- 使用selenium從twitter, FB, PTT爬取上千位使用者資料和文章，利用Graph Neural Network進行Fake News Detection

- 負責專案軟體架構、整合與PyQt5前端開發封包分析軟體

- 建立網路流量模型/Neo4J資料庫的data pipeline,以及資料Graph visualization
- 利用Graph Neural Network進行初步惡意流量檢測

- 利用Graph Neural Network進行Fake News Detection
- 研究可應用於資安領域的DL/ML 模型

中佑資訊有限公司, 深度學習演算法工程師, Mar 2020 ~ Apr 2021

Python/Reinforcement Learning/Data Analysis/SQL

- 數據分析:分析與模仿玩家行為、計算遊戲機率與回報、優化百家樂機率計算速度(Python 4秒->0.4秒)
- 專案開發:主導自動百家樂下注程式，多項下注演算法開發並回測勝率與回報率
- 模型訓練:使用強化學習訓練百家樂遊玩最佳解
- 資料處理:建立資料庫和資料清洗pipeline縮短同事開發時程

邦睿生技, AI演算法工程師, Jan 2018 ~ Jun 2019

Python/Deep Learning/GAN/Data Analysis

- 使用GAN生產精子影像資料，利用Resnet進行精子型態辨識
- 自動辨識試片有無檢體、PH試紙有無使用
- 儀器晃動偵測

技能

- Python(4年)

- Data Analysis

- Business Analyst

- Recommend System

- Tableau

- Bigquery

 - DL/ML/RL  

 - MongoDB

 - Neo4j

 - Geometrics of Deep Learning

 - Software Develop

 - Computer vision

學歷

中國醫藥大學(China Medical University), 碩士學位, 臨床醫學研究所, 2012 ~ 2017

中國醫藥大學(China Medical University), 學士學位, 生物醫學影像暨放射科學學系, 2009 ~ 2012

培訓

Coursera

- Programming with Google Go Specialization 

- Google IT Support Professional Certificate

- Blockchain Specialization

Udactiy

- AI for Trading

Udemy

- Graph Theory Algorithms 

- Social Network Analysis and Graph Analysis using Python 

- Python 機器學習

專案

Twitch Raffle Bot

http://github.com/birsbear/twitch_raffle

- 利用Twitch訂閱者名單設定不同**訂閱時間/層級/送禮**等狀態的抽獎倍率(有GUI介面)

Index Optimal Params

http://github.com/birsbear/Index-Optimal-Params

- 根據不同指標進行回測尋找最佳結果的指標參數


Resume
Profile
Print
Mgpjz8wh33x6j21knydq

邱義塵

於獨角獸多媒體設計有限公司擔任 遊戲測試工程師一職 

建立公司測試團隊的測試流程和撰寫自動化測試程式

SDET、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
城市，TW
[email protected]

工作經歷

獨角獸多媒體設計有限公司, 遊戲測試工程師,   Nov 2023 ~ Now

Python/Postman/Selenium/Gitlab 
- 已測試遊戲 Slot 3款 旗牌 4款 對戰 1款
- 完善團隊遊戲測試計畫公版和測試流程
- 利用selenium建立遊戲和後台自動化測試，增加測試覆蓋率和減少測試時程 
- 使用Python和Postman 進行SLOT/棋牌/對戰 遊戲測試 
- 統整和回報專案和測試進程 
- 自動下注驗證RTP分布機率是否正常 
- 協助計算遊戲機率和賭場優勢

Rooit inc., Data Engineer, Jan 2023 ~ Oct 2023

Python/MongoDB/Business Analysis/Data Analysis/Bigquery/Redis/Tableau/Neo4J/Flask

- 利用Python爬取大陸論壇的人物照片擷取可用5000張圖片進行推薦 

- 使用Selenium進行上萬張NSFW圖片的分類辨識 

- 從Amplitude和MongoDB提取使用者資料，進行DAU/MAU等BA和DA分析，使用Tableau和Python製作Dashboard呈現結果 

- 優化交友推薦系統並開發使用新的推薦演算法

- 建立data to Bigquery/Redis 的 pipeline分流舊有MongoDB資料庫減少MongoDB巔峰時流量負荷 

- 利用使用者在APP上的行為模式資料建立Knowledge Graph


NEITHNET Inc., 資料科學家, Apr 2021~ Jan 2023

Python/Neo4J/Graph Neural Network/Data Analysis/SQL

- 使用selenium從twitter, FB, PTT爬取上千位使用者資料和文章，利用Graph Neural Network進行Fake News Detection

- 負責專案軟體架構、整合與PyQt5前端開發封包分析軟體

- 建立網路流量模型/Neo4J資料庫的data pipeline,以及資料Graph visualization
- 利用Graph Neural Network進行初步惡意流量檢測

- 利用Graph Neural Network進行Fake News Detection
- 研究可應用於資安領域的DL/ML 模型

中佑資訊有限公司, 深度學習演算法工程師, Mar 2020 ~ Apr 2021

Python/Reinforcement Learning/Data Analysis/SQL

- 數據分析:分析與模仿玩家行為、計算遊戲機率與回報、優化百家樂機率計算速度(Python 4秒->0.4秒)
- 專案開發:主導自動百家樂下注程式，多項下注演算法開發並回測勝率與回報率
- 模型訓練:使用強化學習訓練百家樂遊玩最佳解
- 資料處理:建立資料庫和資料清洗pipeline縮短同事開發時程

邦睿生技, AI演算法工程師, Jan 2018 ~ Jun 2019

Python/Deep Learning/GAN/Data Analysis

- 使用GAN生產精子影像資料，利用Resnet進行精子型態辨識
- 自動辨識試片有無檢體、PH試紙有無使用
- 儀器晃動偵測

技能

- Python(4年)

- Data Analysis

- Business Analyst

- Recommend System

- Tableau

- Bigquery

 - DL/ML/RL  

 - MongoDB

 - Neo4j

 - Geometrics of Deep Learning

 - Software Develop

 - Computer vision

學歷

中國醫藥大學(China Medical University), 碩士學位, 臨床醫學研究所, 2012 ~ 2017

中國醫藥大學(China Medical University), 學士學位, 生物醫學影像暨放射科學學系, 2009 ~ 2012

培訓

Coursera

- Programming with Google Go Specialization 

- Google IT Support Professional Certificate

- Blockchain Specialization

Udactiy

- AI for Trading

Udemy

- Graph Theory Algorithms 

- Social Network Analysis and Graph Analysis using Python 

- Python 機器學習

專案

Twitch Raffle Bot

http://github.com/birsbear/twitch_raffle

- 利用Twitch訂閱者名單設定不同**訂閱時間/層級/送禮**等狀態的抽獎倍率(有GUI介面)

Index Optimal Params

http://github.com/birsbear/Index-Optimal-Params

- 根據不同指標進行回測尋找最佳結果的指標參數