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Career transition @Career Break
2024 ~ 2024
NLP Engineer / Data Scientist / Machine Learning Engineer
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Python
SQL
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Unemployed
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4-6 years
National Chengchi University
資訊科學系
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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
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Python
Data Analysis
Data Science
Unemployed
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6-10 years
中國醫藥大學(China Medical University)
臨床醫學研究所
Avatar of 陳奕妤.
Avatar of 陳奕妤.
Past
Senior Data Analyst @趨勢科技
2022 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
Cathy Chen Sr. Data Analyst Senior data analyst with over 6 years experience in ETL, data visualization, exploratory data analysis, machine learning, deep learning, customized online dashboard using SQL , R , Python and data analytics tools. Data Scientist, Data Analyst Taipei, Taiwan [email protected] Experience Sr. Data Analyst • TrendMicro NovNow Work with cross-functional teams(UI/UX designer, Front-end, Back-end, Marketing, PM, Sales) to provide related data, design metrics, report and dashboard. Cross app data tracking and user journey analysis. VisionOne customers engagement score - the metrics can help fields to
python
R
SQL
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
輔仁大學 Fu Jen Catholic University
統計資訊學系
Avatar of 陳勤霖.
Avatar of 陳勤霖.
Past
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
學腦科學實驗室 1. 神經電生理訊號分析、神經細胞追蹤分析,與藥理試驗。 2. 研究論文撰寫與國際研討會的舉辦。 技能 Data Science Data Analysis, Image Analysis, Machine Learning, Deep Learning, Statistical Analysis, Data visualization Programming Python, PyTorch, NumPy, Pandas, Matplotlib, Scikit-Learn, Git, PostgreSQL, Docker Biotechnology Neuroscience, Genetics, Imaging, Scientific Writing Soft skill Project Management, Probelm Solving, Team Player, Proactive Communication 語言 English — 專業 Chinese — 母語或
Data Science
Data Analysis
Machine Learning
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
洛桑聯邦理工學院(EPFL)
神經科學
Avatar of 梁賦康 (Foo-Hong, Leong).
Avatar of 梁賦康 (Foo-Hong, Leong).
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
started to learn Python in 2018 at TEDU and my first project was the Stock Trend Prediction by CNN. I kept using Python to implement web crawling, OOP, and Pandas in my job, intend to let my work become more automated. I used those techniques to automate the data-gathering problem, which shorten the existing progress duration. I'm very passionate about Data Scientist and Machine Learning. Work Experience Product Manager • 東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.) JanuaryOctoberProduct Analytics 2. Market Trend Analytics 3
Python
Power BI
Data Analytics
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學 National Cheng Kung University
Mechanical Engineering
Avatar of 李孟霖.
Avatar of 李孟霖.
資深資料工程師 @緯創資通股份有限公司
2020 ~ Present
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst、Solution Architect、Cloud Architect
Within one month
作經歷 緯創資通股份有限公司,2020 年 7 月年 3 月 「HR Digital Transformation Team Leader」 構想大型數位轉型專案,尋求資源並架構數位轉型藍圖 (構想Data Center、人才運營平台等數轉專案) Azure HR Domain 負責人;Power Platform HR Domain 負責人 ;one of Wistron Microsoft Copilot Top 300 users 具Power BI講師及實習生帶領經驗 「HR Data Center
python
PowerBI
Power Platform
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
元智大學 Yuan Ze University
工業工程與管理學所
Avatar of the user.
Avatar of the user.
Past
Data Analyst @趨勢科技 TrendMicro
2021 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
R
PL/SQL
Python
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
天主教輔仁大學 FU JEN CATHOLIC UNIVERSITY
金融所
Avatar of 陶俊良.
Avatar of 陶俊良.
資料分析師 Data Analyst @Portto 門戶科技| Blocto
2022 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Portto 門戶科技| Blocto • 九月三 月 2024 Main Responsibilities: Establishing Data Pipeline Exploring new product features and competitor analysis on Dune Dashboard on the EVM User tagging for the Growth team (including Discord bot for monitoring Project details: Data Pipeline Regularly integrating client-side and BE data with external APIs and data collected by bots on Bigquery Establishing a systematic coding data table combined with Slack bot command manual and automatic data replenishment Daily data monitoring with Slack bot Planning client-side (app, sdk js) Amplitude event tracking to maximize data collection Using existing data to
python
R
MySQL
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
臺灣大學
流行病學與預防醫學所 生物統計組
Avatar of Vel Tien-Yun Wu.
Avatar of Vel Tien-Yun Wu.
Data Engineer @Groundhog Technologies Inc.
2021 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Vel Tien-Yun Wu I bring 5 years of hands-on experience in data engineering and software development, with a focus on building scalable data processing systems utilizing Hadoop, Spark, Kafka and Docker. My expertise in developing efficient ETL pipelines has been fundamental in optimizing data workflows for various data warehouses, enhancing data integrity and availability. My track record includes managing high-volume data pipelines, automating scheduling processes to improve operational efficiency, and deploying monitoring solutions that have reduced Mean-Time-To-Repair (MTTR) by 40%. I have a strong foundation in SQL, especially PostgreSQL, which enables
Git
Python
Scala
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
University of Illinois at Urbana-Champaign, School of Information Sciences
Information Management
Avatar of Evan Wu.
Avatar of Evan Wu.
Back End Devel0per @英仕國際
2020 ~ Present
Data Analyst 數據分析師 / Data Scientist 資料科學家
Within one month
Evan Wu Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. Ut wisi enim ad minim veniam, quis nostrud. Taiwan 工作經歷 Back End Devel0per • 英仕國際 三月Present Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. Java Software Developer • iiNumbers, Inc. / 木刻思股份有限公司 五月九月 2020 Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed
JAVA
Golang
SQL
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
National Chung Hsing University
Computer Science and Engineering

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AndresForAndresCOLOR.jpg

Andres Valencia

[email protected] • +573053676999

CS Professional with 12+ years of experience translating customer requirements into products and services. I strive for cloud adoption and I am constantly looking for ways to share my knowledge and experience on how to reduce risks and maximize returns on technological challenges.


Discipline and Perseverance beat Intelligence.

Skills


Vanilla Javascript

AWS Architecture

Firebase

React

Redux

Blockchain


HTML5

Prototyping

CSS

SASS

User Interface design


TDD, BDD

Docker

Cloud architecture

REST Services

Java


C#

Node

NoSQL DBs

MySQL

MsSQL server

Python

Experience

Technical Architect, team lead - Xapo, Palo Alto California (remote). Nov 2017 - Present

- At Xapo, I oversee and implement end-to-end solutions for the Risk Team. I have contributed to architect and implement dashboards that process hundreds of daily operations that need manual review from risk analysts with complex resolution trees. To accomplish that, I have incorporated in the workflow: Tech designs, automation, streamlined frontend testing, components, automation and containers, among others. I work hand in hand with backend developers and DevOps to design and implement APIs, database schemas and Cloud best practices. Tools and frameworks that I use on a daily/weekly basis: React (ES6/7), Design systems, AWS lambdas (node and Python), Cloudfront, MySQL, Webpack, Flask, Node.js, Git, bash.

Senior Frontend engineer - AppDirect, Montreal, Canada. Jul 2015 - Oct 2017

- Designed and implemented the UI that enabled the marketplace to sell domains as a product by using third party integrations with providers like GoDaddy. - Architected components and UIs to handle the migration of thousands of users to the platform. - Contributed on the implementation of a strategy to attract more leads to the platform using Java components. - Mentored junior engineers and helped them become more productive and confident. - Actively participated in code reviews and provided feedback to fellow engineers by using clear examples of potential enhancements. - Provided streamlined UIs for product integrations with Google and Microsoft using js. - Increased the code coverage to go above 80% on every tasked implementation or refactor. - Actively participated on API design and implementation (mostly REST with SpringMVC). - Implemented React components for internal tools as well as stub servers for testing. - Propose modernizing the UI architecture implemented in Backbone to transition to React-Redux. - Introduced babel to allow testing the core internal frontend framework using ES6

Frontend engineer - AppDirect, Montreal, Canada. Jul 2014 - Jul 2015

- Contributed implementing the Billing Management UI of one of the most prominent Telco and media companies in Australia. From customer requirements to supporting the launch to production. - Crafted reusable components for several sections of the platform using Java, Backbone and MarionetteJS. - Improved and cleaned the SASS codebase decoupling styles making them reusable. - Enhanced multi-browser support. - Advocated for code readability and extensibility. - Created the first responsive layout to handle customer registrations for a big Telco marketplace in Germany. - Helped stabilize and minimize the bug count for European and APAC customers like Swisscom, Spark, Elisa, Telia, Telstra, Globe and Deutsche Telekom. - Improved internal Analytics UI - Contributed with the i18n of the marketplace.

Frontend engineer - IQVIA (formerly IMS Health), Kirkland, Canada 01 Aug 2012 - Jun 2014

Architected, developed and maintained the frontend for the custom dashboards using MVC patterns. Delivered high quality mock-ups and prototyped desktop and mobile web applications. Participated in the design of REST Services using .NET WCF on IIS Support REST Services by transforming the C# middle tier using LINQ and lambda expressions. Research, introduce and implement proofs of concept with new technologies, frameworks and methodologies for agile development, Test driven development, . Helped enhance the product UX and UI by approaching the application as the end user. Most used technologies and patterns in this position: .net, javascript, css3, html5, jQuery, C# REST services, MVC, AngularJS, iOS (iPad) web apps.

Frontend Engineer - Bizagi, Bogotá, Colombia Mar 2011 - May 2012

Collaborated on the front-end architecture of the company Business Process Management flagship product, for the iPad web application. Delivered high quality mock-ups and prototyped the web application with functional features and strong focus on mobile. Worked side by side with the back-end team to implement data access via REST services using .NET technologies. Worked closely with the design team to integrate, optimize and deliver state-of-the-art prototypes using JS, jQuery, HTML5 and CSS3. Embraced scrum agile methodology to set new levels of productivity, give fast response to customer needs and stay focused. Avoided micromanagement by being proactive and communicate effectively with the team staying synchronized all times. Researched, introduced and implemented proofs of concept with new technologies. Helped enhance the product UX and UI by applying the principles of responsive web design and approaching the application as the end user.

Education


Bachelor of Engineering (B.Eng.), Computer Science

Universidad EAN (2003 - 2008)
Bogota - Colombia

Courses


Architecting on AWS
Microtek, NYC
Human-Computer Interaction
Coursera

Javascript MVC
Bitovi, Mountain View, CA
The Data Scientist’s Toolbox
Coursera

Readings


Readings 00 00@2x ce5676dabcce042724a6fc4c3413d6a86ad9c78eecb848896433e32c60b7006b

Grit

From this book I learned that passion an perseverance are key to be where you want to be in life.

A mind for numbers

A Mind for numbers

We are not born good with numbers, we become good at them and it's possible for everyone.

Sidestep and twist

Sidestep and twist

The biggest insight I got from this book is that product/services hits are usually not from disruptors or early adopters but instead from twisted and enhanced ideas.

The Alliance

The Alliance

Tour of duties and an honest relationship with your manager will be the way to have a healthy relationship and advance in your career.
Resume
Profile
AndresForAndresCOLOR.jpg

Andres Valencia

[email protected] • +573053676999

CS Professional with 12+ years of experience translating customer requirements into products and services. I strive for cloud adoption and I am constantly looking for ways to share my knowledge and experience on how to reduce risks and maximize returns on technological challenges.


Discipline and Perseverance beat Intelligence.

Skills


Vanilla Javascript

AWS Architecture

Firebase

React

Redux

Blockchain


HTML5

Prototyping

CSS

SASS

User Interface design


TDD, BDD

Docker

Cloud architecture

REST Services

Java


C#

Node

NoSQL DBs

MySQL

MsSQL server

Python

Experience

Technical Architect, team lead - Xapo, Palo Alto California (remote). Nov 2017 - Present

- At Xapo, I oversee and implement end-to-end solutions for the Risk Team. I have contributed to architect and implement dashboards that process hundreds of daily operations that need manual review from risk analysts with complex resolution trees. To accomplish that, I have incorporated in the workflow: Tech designs, automation, streamlined frontend testing, components, automation and containers, among others. I work hand in hand with backend developers and DevOps to design and implement APIs, database schemas and Cloud best practices. Tools and frameworks that I use on a daily/weekly basis: React (ES6/7), Design systems, AWS lambdas (node and Python), Cloudfront, MySQL, Webpack, Flask, Node.js, Git, bash.

Senior Frontend engineer - AppDirect, Montreal, Canada. Jul 2015 - Oct 2017

- Designed and implemented the UI that enabled the marketplace to sell domains as a product by using third party integrations with providers like GoDaddy. - Architected components and UIs to handle the migration of thousands of users to the platform. - Contributed on the implementation of a strategy to attract more leads to the platform using Java components. - Mentored junior engineers and helped them become more productive and confident. - Actively participated in code reviews and provided feedback to fellow engineers by using clear examples of potential enhancements. - Provided streamlined UIs for product integrations with Google and Microsoft using js. - Increased the code coverage to go above 80% on every tasked implementation or refactor. - Actively participated on API design and implementation (mostly REST with SpringMVC). - Implemented React components for internal tools as well as stub servers for testing. - Propose modernizing the UI architecture implemented in Backbone to transition to React-Redux. - Introduced babel to allow testing the core internal frontend framework using ES6

Frontend engineer - AppDirect, Montreal, Canada. Jul 2014 - Jul 2015

- Contributed implementing the Billing Management UI of one of the most prominent Telco and media companies in Australia. From customer requirements to supporting the launch to production. - Crafted reusable components for several sections of the platform using Java, Backbone and MarionetteJS. - Improved and cleaned the SASS codebase decoupling styles making them reusable. - Enhanced multi-browser support. - Advocated for code readability and extensibility. - Created the first responsive layout to handle customer registrations for a big Telco marketplace in Germany. - Helped stabilize and minimize the bug count for European and APAC customers like Swisscom, Spark, Elisa, Telia, Telstra, Globe and Deutsche Telekom. - Improved internal Analytics UI - Contributed with the i18n of the marketplace.

Frontend engineer - IQVIA (formerly IMS Health), Kirkland, Canada 01 Aug 2012 - Jun 2014

Architected, developed and maintained the frontend for the custom dashboards using MVC patterns. Delivered high quality mock-ups and prototyped desktop and mobile web applications. Participated in the design of REST Services using .NET WCF on IIS Support REST Services by transforming the C# middle tier using LINQ and lambda expressions. Research, introduce and implement proofs of concept with new technologies, frameworks and methodologies for agile development, Test driven development, . Helped enhance the product UX and UI by approaching the application as the end user. Most used technologies and patterns in this position: .net, javascript, css3, html5, jQuery, C# REST services, MVC, AngularJS, iOS (iPad) web apps.

Frontend Engineer - Bizagi, Bogotá, Colombia Mar 2011 - May 2012

Collaborated on the front-end architecture of the company Business Process Management flagship product, for the iPad web application. Delivered high quality mock-ups and prototyped the web application with functional features and strong focus on mobile. Worked side by side with the back-end team to implement data access via REST services using .NET technologies. Worked closely with the design team to integrate, optimize and deliver state-of-the-art prototypes using JS, jQuery, HTML5 and CSS3. Embraced scrum agile methodology to set new levels of productivity, give fast response to customer needs and stay focused. Avoided micromanagement by being proactive and communicate effectively with the team staying synchronized all times. Researched, introduced and implemented proofs of concept with new technologies. Helped enhance the product UX and UI by applying the principles of responsive web design and approaching the application as the end user.

Education


Bachelor of Engineering (B.Eng.), Computer Science

Universidad EAN (2003 - 2008)
Bogota - Colombia

Courses


Architecting on AWS
Microtek, NYC
Human-Computer Interaction
Coursera

Javascript MVC
Bitovi, Mountain View, CA
The Data Scientist’s Toolbox
Coursera

Readings


Readings 00 00@2x ce5676dabcce042724a6fc4c3413d6a86ad9c78eecb848896433e32c60b7006b

Grit

From this book I learned that passion an perseverance are key to be where you want to be in life.

A mind for numbers

A Mind for numbers

We are not born good with numbers, we become good at them and it's possible for everyone.

Sidestep and twist

Sidestep and twist

The biggest insight I got from this book is that product/services hits are usually not from disruptors or early adopters but instead from twisted and enhanced ideas.

The Alliance

The Alliance

Tour of duties and an honest relationship with your manager will be the way to have a healthy relationship and advance in your career.