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Mobile App Developer @Apple Inc.
2014 ~ Present
Lead Infrastructure Engineer
Within two months
libraries for predictive analysis of customer behavior. Designed and implemented a scalable data warehouse architecture using Apache Cassandra, PostgresDB, and Redis. Optimized database performance by tuning queries in SQL Server, Oracle and PostgreSQL databases. Implemented efficient data processing algorithms on large datasets with Apache Spark, MapReduce, and Pandas Python. Created dashboards in Tableau Desktop Professional Edition to visualize complex datasets in an interactive manner. Created custom scripts to automate the extraction, transformation, and loading of Big Data into distributed systems. Utilized Amazon Web Services components such as EMR and S3 buckets for cloud computing
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博士後研究員 @洛桑大學神經發育疾病實驗室
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
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4-6 years
洛桑聯邦理工學院(EPFL)
神經科學
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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
宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn | GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow
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4-6 years
國立政治大學(National Chengchi University)
資訊科學系
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Avatar of 王文祥.
經理 @鴻博資訊有限公司
2015 ~ Present
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
Within one month
Computing Library) : Numpy is one of the core libraries for numerical computing in Python. It provides powerful mathematical functions and array operations, capable of handling multidimensional arrays and matrix operations. In data processing and analysis, Numpy is an indispensable tool for efficiently handling large amounts of data. Pandas (Data Analysis Library) : Pandas is an important library in Python for data analysis and data processing. It offers powerful data structures such as DataFrame and Series, making data reading, manipulation, and analysis more convenient and efficient. Pandas is well-suited for tasks such a...
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崑工科技大學
電子工程
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Avatar of 李慕全(MuChuan Li).
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Service Provider @Taron Solutions Limited
2023 ~ 2023
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
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測模型 side project 使用深度學習框架(Pytorch)自行搭建預測模型,以各式台灣景氣指標當作輸入,輸出未來經濟景氣趨勢階段。 技術:Pytorch、Pandas、Numpy、 Sklearn 論文發表 • Chen, X. Z., Li, M. C. , & Chen, Y. L, January). Strategies for Helping Anchor-Based Trackers Learn re-ID Features for Smart City Surveillance. In 2024 IEEE International Conference on Consumer Electronics (ICCE) (ppIEEE. • Li
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國立臺北科技大學
資訊工程
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Avatar of 林育維.
ASP.NET Full Stack Engineer @日月光半導體製造股份有限公司
2024 ~ Present
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端工程師 緯創軟體 五月十月 2023Taipei, Taiwan 【Wafer Data Correlation專案】 比對晶圓同 product 不同批的 lot 或 wafer 間的關聯性 利用Python的 Sanic Framework 建置後端API 透過Pandas處理資料流 規劃 DB Table 間的Constraint和重構效率差之DML語法 【Defect Loader專案】 尋找 wafer 缺陷圖片&搬運 利用Spring Boot建置 【Docker&K8s】 1. 上述的專
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義守大學
資訊管理學系
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Software Engineering Section Manager @仁寶
2023 ~ Present
Lead Designer, Senior Consultant, Design Manager
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Danny_Teng DOMAIN KNOWLEDGE -Smart wearable devices / Smart medicine -Product testing and quality assurance process improvement. -Manufacturing product test program development. -Automatic tool development. -Graphical user interface development. -Robot arm system : ABB, Rotot Studio -Interactive Control : VISA, SCPI, GPIB -Supervised learning: Data Annotation / Data Labeling -Smart manufacturing -DevOps TECHNICALS SKILLS -Python / PyQt / Pandas / Openpyxl / PyVisa / Pywinauto / Crawler / FastAPI -VUE.js / PostgreSQL / Linux / Prestd / Docker / JavaScript -ABB Robot / Robot Studio / RAPID Taipei, Taiwan 工作經歷 Software Engineering Section
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DevOps
Employed
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National Taipei University of Technology
電機系
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Avatar of the user.
Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Python
Power BI
Data Analytics
Employed
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6-10 years
國立成功大學 National Cheng Kung University
Mechanical Engineering
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Avatar of the user.
Past
Senior Firmware Engineer @Artesyn Embedded Technologies
2019 ~ 2022
韌體工程師/軟體工程師/控制工程師/演算法工程師/
Within one month
C
Python
C/C++
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6-10 years
日本電氣通信大學 The University of Electro-Communications (UEC)
Robotics Engineering
Avatar of GISH Shao.
Avatar of GISH Shao.
AI Engineer/系統開發工程師 @中信金控_台灣人壽保險股份有限公司
2022 ~ Present
AI Engineer
Within one month
Data Scientist Intern @ Cathay Financial Holdings. 國泰金控 Digital data & Technology (DDT, 數數發) Research into Interpretable Machine Learning and its existing algorithms. Experimented LIME & SHAP on open data. ( GitHub ) Real Estate Evaluation model – Geographical/Credit Card data gathering, cleaning, feature engineering (Hit-rate performance improved from 55% to 70%) Python Machine learning Data Pipelines Web Crawlers PyTorch, Airflow, Pandas, docker SQL Extract-Transform-Load(ETL) Efficiency(Window Functions) Language Chinese(Native) English (TOEIC 905/990 TOEFL 96/120) Project(@ Esun only) ( Powerpoint demo link, clic...
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SQL
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4-6 years
國立台灣大學 National Taiwan University
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Reda Ibrahim                                                                                                     Software Business Analyst

As a software business analyst, I specialize in bridging the gap between business stakeholders and technical teams to ensure the successful delivery of software solutions. With expertise in requirements gathering, functional specification development, and agile methodology, I am skilled in facilitating communication and collaboration throughout the software development life cycle (SDLC).

In addition, my proficiency in agile methodology allows me to effectively manage project scope, prioritize requirements, and ensure the timely delivery of software solutions. I am also experienced in conducting user acceptance testing and facilitating user training to ensure the successful adoption of software solutions. 


[email protected]                                                                                                                             +20- 101- 848- 2918    

http://github.com/reda180599                                                                                                                 Nasr City, Cairo, Egypt

https://www.linkedin.com/in/reda-ibrahim99/                                                                                                   

Work Experience

Software Business Analyst Agu 203 -  present at Ma3snoft

As a software business analyst, I specialize in bridging the gap between business stakeholders and technical teams to ensure the successful delivery of software solutions. With expertise in requirements gathering, functional specification development, and agile methodology, I am skilled in facilitating communication and collaboration throughout the software development life cycle (SDLC).

Software Business Analyst   • May 2023 - Present at Wapel Software 


    • Product Requirements · Class Diagrams · Data-flow Diagrams · Use Case Diagrams · Problem Solving · Attention to Detail · Communication · Task Management · Presentations · Database Design · Unified Modeling Language (UML) · Use Cases · Non-Functional Requirements · ERD · Systems Analysis · Software Development Life Cycle (SDLC) · Software Requirements · Business Requirements · Project Management · Analytical Skills · Microsoft Office · Data Modeling · SQL · Microsoft Excel · English · Software System Analysis · DatabasesProduct Requirements · Class Diagrams · Data-flow Diagrams · Use Case Diagrams · Problem Solving · Attention to Detail · Communication · Task Management · Presentations · Database Design · Unified Modeling Language (UML) · Use Cases · Non-Functional Requirements · ERD · Systems Analysis · Software Development Life Cycle (SDLC) · Software Requirements · Business Requirements · Project Management · Analytical Skills · Microsoft Office · Data Modeling · SQL · Microsoft Excel · English · Software System Analysis · Databases.

    • Skills: Requirements Gathering · Test Cases · Software Testing · Systems Analysis · Business Analysis · Software Development

 



Data Science & Business Analytics Intern  • Mar 2023 - Apr 2023 at The Spark Foundation 

The Graduate Rotational Internship Program (GRIP) is the flagship program of TSF in which students, recent graduates, and professionals focus on technical skills development.

The program offers a platform to connect with students and professionals from varied diversity, backgrounds, skills, and countries. GRIP is a 1-month, unpaid, and virtual internship. It is open to students and professionals from all expertise levels and backgrounds. The tasks are beginner as well as advanced levels, and you can select which one you want to work on.

Job Description:
Write codes to collect, crunch and analyze data from internal and external sources
Build machine and tune learning models using R, Python, and or any language/tool you are comfortable with
Using BI tools such as Tableau, and Power BI to analyze data, and find important patterns. 


 

Entry-Level Data Analytics •October 2021 - July 2022 at Coursera | Google


    • Google Data Analytics Professional Certificate
      Skills: Data Wrangling, Data visualization, Data sharing, and Data analysis using Python.Google Data Analytics Professional Certificate Skills: Data Wrangling, Data visualization, Data sharing, and Data analysis using Python.

    • Skills: Data Analysis · Presentation Skills · Communication · Attention to Detail · High Level Of Accuracy · Data Collection · Requirements Analysis · Data Cleaning.


 

 Internship Trainee   •  December 2020 - July June 2021 at  ITEDA


    • Data Analysis, Nanodegree Data wrangling, exploring, analyzing, and communicating data. Work with data in Python, using libraries like Pandas. Learning how to apply inferential statistics and probability to real-world scenarios, such as analyzing A/B tests and building supervised learning models.

      Data Collection - Data Cleaning - Data Process - Data Visualization - Business - Communication.Data Analysis, Nanodegree Data wrangling, exploring, analyzing, and communicating data. Work with data in Python, using libraries like Pandas. Learning how to apply inferential statistics and probability to real-world scenarios, such as analyzing A/B tests and building supervised learning models. Data Collection - Data Cleaning - Data Process - Data Visualization - Business - Communication.Data Analysis, Nanodegree Data wrangling, exploring, analyzing, and communicating data. Work with data in Python, using libraries like Pandas. Learning how to apply inferential statistics and probability to real-world scenarios, such as analyzing A/B tests and building supervised learning models. Data Collection - Data Cleaning - Data Process - Data Visualization - Business - Communication.Data Analysis, Nanodegree Data wrangling, exploring, analyzing, and communicating data. Work with data in Python, using libraries like Pandas. 

    • Skills: Tableau · Python (Programming Language) · SQL · Analytical Skills · Statistical Data Analysis


 

 

Education

Bachelor of Computers and Information Sciences, Al Minya University, Egypt                            2017-2021

.Graduation IBook

Description: Website for all people related to health organizations and anyone who deals with it

Grade: Excellent (Graduation Project).

. STW Team – EG / HR 

October 2020 - October 2021 Cairo – Egypt Science and Technology World team, I was gaining the   price of the best member of the year

Projects

Carbon-Dioxide-Emission-of-Cars

Implement a simple linear regression to a dataset related to fuel consumption and carbon dioxide emissions from cars. Create a model using a training set, evaluate a model using a test set, and finally use a model to predict an unknown value.


Marketing-Campaign-Case-Study Data-Analysis

Identifying different types of campaigns works better for specific clusters of customers. Marketing Campaign - The goal of that analysis is to identify or choose the best types of campaigns that work better for specific clusters of customers.

Data analysis Project - Weather Dataset   

I used Python and Excel, to make some predictions statistics, and insights from the data, first loading data from the .csv file and making it clean, then using Python to analyze using pandas, Matplotlib, and other packages.

Startup Expansion - Data Analyst Project

I used a ready dataset on Kaggle to make a Startup Expansion analysis and build dashboards and reports. I used Python to analyze using pandas, matplotlib, numpy, and Power BI in data visualization.

Skills

Data Analysis Process (Wrangling, Preprocessing, Analyzing, and, Sharing data) – Python Programming (Pandas, Numpy, Matplotlib, etc.) – MS Bower BI – Data Visualization

Business Analysis – SQL Database – Excel Spreadsheet – Pivot Table & Pivot charts – Power Query - Machine Learning - Problem-Solving - Communication Skills - Project Management

Resume
Profile

Reda Ibrahim                                                                                                     Software Business Analyst

As a software business analyst, I specialize in bridging the gap between business stakeholders and technical teams to ensure the successful delivery of software solutions. With expertise in requirements gathering, functional specification development, and agile methodology, I am skilled in facilitating communication and collaboration throughout the software development life cycle (SDLC).

In addition, my proficiency in agile methodology allows me to effectively manage project scope, prioritize requirements, and ensure the timely delivery of software solutions. I am also experienced in conducting user acceptance testing and facilitating user training to ensure the successful adoption of software solutions. 


[email protected]                                                                                                                             +20- 101- 848- 2918    

http://github.com/reda180599                                                                                                                 Nasr City, Cairo, Egypt

https://www.linkedin.com/in/reda-ibrahim99/                                                                                                   

Work Experience

Software Business Analyst Agu 203 -  present at Ma3snoft

As a software business analyst, I specialize in bridging the gap between business stakeholders and technical teams to ensure the successful delivery of software solutions. With expertise in requirements gathering, functional specification development, and agile methodology, I am skilled in facilitating communication and collaboration throughout the software development life cycle (SDLC).

Software Business Analyst   • May 2023 - Present at Wapel Software 


    • Product Requirements · Class Diagrams · Data-flow Diagrams · Use Case Diagrams · Problem Solving · Attention to Detail · Communication · Task Management · Presentations · Database Design · Unified Modeling Language (UML) · Use Cases · Non-Functional Requirements · ERD · Systems Analysis · Software Development Life Cycle (SDLC) · Software Requirements · Business Requirements · Project Management · Analytical Skills · Microsoft Office · Data Modeling · SQL · Microsoft Excel · English · Software System Analysis · DatabasesProduct Requirements · Class Diagrams · Data-flow Diagrams · Use Case Diagrams · Problem Solving · Attention to Detail · Communication · Task Management · Presentations · Database Design · Unified Modeling Language (UML) · Use Cases · Non-Functional Requirements · ERD · Systems Analysis · Software Development Life Cycle (SDLC) · Software Requirements · Business Requirements · Project Management · Analytical Skills · Microsoft Office · Data Modeling · SQL · Microsoft Excel · English · Software System Analysis · Databases.

    • Skills: Requirements Gathering · Test Cases · Software Testing · Systems Analysis · Business Analysis · Software Development

 



Data Science & Business Analytics Intern  • Mar 2023 - Apr 2023 at The Spark Foundation 

The Graduate Rotational Internship Program (GRIP) is the flagship program of TSF in which students, recent graduates, and professionals focus on technical skills development.

The program offers a platform to connect with students and professionals from varied diversity, backgrounds, skills, and countries. GRIP is a 1-month, unpaid, and virtual internship. It is open to students and professionals from all expertise levels and backgrounds. The tasks are beginner as well as advanced levels, and you can select which one you want to work on.

Job Description:
Write codes to collect, crunch and analyze data from internal and external sources
Build machine and tune learning models using R, Python, and or any language/tool you are comfortable with
Using BI tools such as Tableau, and Power BI to analyze data, and find important patterns. 


 

Entry-Level Data Analytics •October 2021 - July 2022 at Coursera | Google


    • Google Data Analytics Professional Certificate
      Skills: Data Wrangling, Data visualization, Data sharing, and Data analysis using Python.Google Data Analytics Professional Certificate Skills: Data Wrangling, Data visualization, Data sharing, and Data analysis using Python.

    • Skills: Data Analysis · Presentation Skills · Communication · Attention to Detail · High Level Of Accuracy · Data Collection · Requirements Analysis · Data Cleaning.


 

 Internship Trainee   •  December 2020 - July June 2021 at  ITEDA


    • Data Analysis, Nanodegree Data wrangling, exploring, analyzing, and communicating data. Work with data in Python, using libraries like Pandas. Learning how to apply inferential statistics and probability to real-world scenarios, such as analyzing A/B tests and building supervised learning models.

      Data Collection - Data Cleaning - Data Process - Data Visualization - Business - Communication.Data Analysis, Nanodegree Data wrangling, exploring, analyzing, and communicating data. Work with data in Python, using libraries like Pandas. Learning how to apply inferential statistics and probability to real-world scenarios, such as analyzing A/B tests and building supervised learning models. Data Collection - Data Cleaning - Data Process - Data Visualization - Business - Communication.Data Analysis, Nanodegree Data wrangling, exploring, analyzing, and communicating data. Work with data in Python, using libraries like Pandas. Learning how to apply inferential statistics and probability to real-world scenarios, such as analyzing A/B tests and building supervised learning models. Data Collection - Data Cleaning - Data Process - Data Visualization - Business - Communication.Data Analysis, Nanodegree Data wrangling, exploring, analyzing, and communicating data. Work with data in Python, using libraries like Pandas. 

    • Skills: Tableau · Python (Programming Language) · SQL · Analytical Skills · Statistical Data Analysis


 

 

Education

Bachelor of Computers and Information Sciences, Al Minya University, Egypt                            2017-2021

.Graduation IBook

Description: Website for all people related to health organizations and anyone who deals with it

Grade: Excellent (Graduation Project).

. STW Team – EG / HR 

October 2020 - October 2021 Cairo – Egypt Science and Technology World team, I was gaining the   price of the best member of the year

Projects

Carbon-Dioxide-Emission-of-Cars

Implement a simple linear regression to a dataset related to fuel consumption and carbon dioxide emissions from cars. Create a model using a training set, evaluate a model using a test set, and finally use a model to predict an unknown value.


Marketing-Campaign-Case-Study Data-Analysis

Identifying different types of campaigns works better for specific clusters of customers. Marketing Campaign - The goal of that analysis is to identify or choose the best types of campaigns that work better for specific clusters of customers.

Data analysis Project - Weather Dataset   

I used Python and Excel, to make some predictions statistics, and insights from the data, first loading data from the .csv file and making it clean, then using Python to analyze using pandas, Matplotlib, and other packages.

Startup Expansion - Data Analyst Project

I used a ready dataset on Kaggle to make a Startup Expansion analysis and build dashboards and reports. I used Python to analyze using pandas, matplotlib, numpy, and Power BI in data visualization.

Skills

Data Analysis Process (Wrangling, Preprocessing, Analyzing, and, Sharing data) – Python Programming (Pandas, Numpy, Matplotlib, etc.) – MS Bower BI – Data Visualization

Business Analysis – SQL Database – Excel Spreadsheet – Pivot Table & Pivot charts – Power Query - Machine Learning - Problem-Solving - Communication Skills - Project Management