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4-6 years
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Avatar of Wang Chunshan.
Avatar of Wang Chunshan.
Data Engineer @TSMC 台積電
2022 ~ Present
資料分析師、演算法工程師、軟體工程師、軟體專案管理
Within one month
Chun Shan, Wang [email protected] SUMMARY I'm a skilled software engineer, experienced in NLP and Data Engineering for over 4 years. I've delivered dependable solutions across commercial, educational, and psychological counseling domains. Expertise lies in deploying stable systems, ensuring valuable and trustworthy development. My background seamlessly integrates data and machine learning for comprehensive solutions. KEYWORDS: Python, NLP/NLU, Backend, Data, CI/CD, kubernetes, JAVA Spring, EXPERIENCE Data Engineer,now, TSMC I Build and improved the Python/JAVA services, including caching service with mongoDB and Redis, monitoring
Backend Development
NLP
Python
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立中央大學 National Central University
網路學習科技研究所
Avatar of 蔡承孝.
Avatar of 蔡承孝.
副工程師 @財團法人資訊工業策進會 資安所
2021 ~ Present
後端工程師
Within one month
蔡承孝 具備數學邏輯專長及程式撰寫能力,碩士論文主要研究深度學習在不平衡數據集之解決方法;四年全端工程師經驗,熟悉 Java 及 Python 開發流程與框架。為人隨和好相處善於與團隊溝通,期許能夠在資訊產業當中更進一步。 軟體工程師 TW, Taipeia@
word
powerpoint
excel
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學
應用數學
Avatar of 曾敏昇.
Avatar of 曾敏昇.
Past
後端工程師 @Beyond Cars
2023 ~ 2023
後端工程師
Within one month
曾敏昇 (Joe) 在6年多的工程師職涯中擔任Back-end並兼任DevOps居多,後端擅長語言為node.js(expree.js),RDBMS為MySQL與PostgresSQL。 DevOps擅長使用容器化技術(Docker)建立Serverless架構並應用CI/CD服務(AWSCodePipeline)達到自動化部屬及運用AWS ECS管理與擴展容器。 性格率直正向善溝通, 追求自我
MongoDB
MySQL
PostgreSQL
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
輔仁大學
工商心理學
Avatar of 陳閔致.
Avatar of 陳閔致.
Past
外包-全端工程師 @艾力克電機
2023 ~ 2023
前端工程師、後端工程師、全端工程師
Within three months
研究案,ICD國際疾病碼之人工智慧學習的產學合作案子。加入時案子已經有一定進展,主要是跟學長們一起思考如何加速演算法的流程。 SideProject 時數填寫平台 開發一個能幫助學生填報時數的平台,每天會自動化啟動一次這項服務。平台主要是透過
Word
Excel
程式設計
Unemployed
Ready to interview
Intern / Interested in working remotely
4-6 years
國立雲林科技大學
資訊管理系
Avatar of the user.
Avatar of the user.
Sr. Full Stack Engineer @類神經網路股份有限公司
2021 ~ Present
資深程式設計師
Within one month
Android
Windows
Linux
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
輔仁大學 Fu Jen Catholic University
Computer Science and Information Engineering
Avatar of the user.
Avatar of the user.
Past
Senior Backend Engineer @iKala 愛卡拉互動媒體股份有限公司
2023 ~ 2024
Data engineer / Backend engineer / Software engineer
Within one month
Backend Development
Python
Go
Unemployed
Ready to interview
Full-time / Not interested in working remotely
6-10 years
國立成功大學
資訊工程
Avatar of the user.
Avatar of the user.
Past
全端工程師 @MOOVO Mobility
2021 ~ 2024
前端工程師、後端工程師、全端工程師
Within one month
Spring Boot
Express
Vue
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
亞東技術學院
電子工程
Avatar of Fuyao Lin.
Avatar of Fuyao Lin.
Past
android工程師/後端工程師/資深工程師 @迅智網路
2021 ~ 2024
Within one month
串接 、Restful API與資料庫介接 獨立負責Stampede 子專案 - 步態分析功能、demo light 模式控制 步態分析功能直線行走之步數計算。 速度、加速度演算法實現。 以mpChart繪製加速度圖表。 Demo light 模式控制之UI。 Demo light 模式控制以restful api對於地墊燈條下亮暗閃爍、交替閃爍以及開關
python
FastAPI(Python)
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
長庚大學
電機工程研究所, undefined
Avatar of 劉岳宬.
Avatar of 劉岳宬.
主任工程師 @創奕能源科技股份有限公司
2023 ~ Present
軟體工程師
Within one month
網IoT MQTT :整合 JavaScript 與 Python,實現 MQTT協議連線,建立即時通訊機制,應用於多種情境。 5.JavaScript 貪食蛇遊戲:開發 JavaScript 貪食蛇遊戲,藉此練習演算法和語法,展現對 JavaScript 的深入理解和實際應用。 前端技術: 1.使用 HTML、CSS 開發具有響應式設計(RWD)的前端網頁,確保在不同
Javascript(ES6)
Node.js
React.js
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
大華科技大學
電子工程系
Avatar of 梁賦康 (Foo-Hong, Leong).
Offline
Avatar of 梁賦康 (Foo-Hong, Leong).
Offline
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
4. Project Leader Assistant Researcher • 東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.) FebruaryDecemberIndustrial Induction Motor Designer 2. R&D 3. Quotation and Engineering Consultant 4. Instructor of Oversea's Quotation and Engineering Department Side Project Genetic Algorithm Electrical Motor Design Program This project is going to establish a program that can maximize the power density of electrical motor. This program can automatically design an electrical motor that has a lighter weight but the highest efficiency. Initialization: The motor design parameters become the genetic parameters
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

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Within two months
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Logo of 東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.).
東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)
2023 ~ 2023
Taoyuan City, Taiwan
Professional Background
Current status
Employed
Job Search Progress
Ready to interview
Professions
Back-end Engineer, Rotary Machine Engineer
Fields of Employment
Manufacturing
Work experience
6-10 years
Management
I've had experience in managing 1-5 people
Skills
Python
Power BI
Data Analytics
Machine Learning
Induction Motor Theory
Web Crawling
Marketing Strategy
Languages
English
Fluent
Chinese
Native or Bilingual
Malay
Fluent
Job search preferences
Positions
Data Scientist, Data Analyst, Machine Learning Engineer
Job types
Full-time
Locations
Taipei, 台灣, New Taipei City, 台灣, Taoyuán, 台灣, Hsinchu City, Taiwan, Singapore, Malaysia
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
國立成功大學 National Cheng Kung University
Major
Mechanical Engineering
Print

梁賦康 (Foo-Hong, Leong)

  Taoyuan City, Taiwan

Email: [email protected]

Tel: 0932187053

Skills
• Languages: Python
• DataBases: MySQL, SQLite
• Infrastructure tools: Github
• Machine learning libraries: TensorFlow, Keras, and Scikit-learn
• Data visualization tools: Power BI, Seaborn and Matplotlib
• Deployment: Streamlit

Summary
I have been working in Motor Manufacturing Industry for 8 years. My first programming was going to my Bachelor's degree, C++ was the first program I learned. Then I 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.)

January 2023 - October 2023

1. Product Analytics
2. Market Trend Analytics
3. New Product Development Project Management
4. Industrial Induction Motor Instructor

Team Lead Supervisor  •  東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)

May 2021 - December 2022

1. Industrial Induction Motor Designer
2. R&D
3. Instructor of Oversea's Quotation and Engineering Department
4. Project Leader
-- Leading a team with 5 people

Senior Researcher  •  東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)

January 2020 - April 2021

1. Industrial Induction Motor Designer
2. R&D
3. Instructor of Oversea's Quotation and Engineering Department
4. Project Leader

Assistant Researcher  •  東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)

February 2015 - December 2019

1. Industrial Induction Motor Designer
2. R&D
3. Quotation and Engineering Consultant
4. Instructor of Oversea's Quotation and Engineering Department

Side Project

Genetic Algorithm Electrical Motor Design Program

This project is going to establish a program that can maximize the power density of electrical motor. This program can automatically design an electrical motor that has a lighter weight but the highest efficiency.  

Initialization: The motor design parameters become the genetic parameters, and motor characteristics will be set as the constraint parameters. 

Selection: Since the motor characteristic is a discrete type of data, therefore, fuzzy logic is carried out to define how good this chromosome is, which is the calculation of fitness. I use Deterministic Sampling for the first round of selection and then the Enlarged Sampling Space method for the rest generation. The Elitism Selection has also been used in the Selection Stage.

Genetic Operator: Double Crossover is the method that is used in the crossover operator.

  • Skills: Matlab · Genetic Algorithms

Pricing Web Crawling Program

This program solves the pricing update problem such as raw materials, accessories, and other parts. By combining the EFC Calculation Program, the complicated workload for every month's update can be more convenient.

  • Skills:Pandas (Software) · Web Crawling · OOP · Python

Stock Prediction by CNN

This project is about doing the stock prediction by CNN and using the triple barrier method to do the labeling.

Frontend: Streamlit

Crawling: Gather the data from the website by downloading the data or xpath to work on the data.

Data Preprocessing: 15 kinds of technical indicators are used to transform to a 15x15 pic, then drop those NA columns. The triple barrier method was used to do the labeling by inputting the upper bound of the stop profit and the lower bound of the stop loss, by the way, the holding period can be the input parameter also. Normalizing was used before transforming the data into a pic. by MinMaxScaler.

Training: I establish two different models which are the normal CNN model with RELU activation function and categorical cross-entropy with ADAM as optimizer to calculate the loss. The other one is using LeakyRELU as the activation function and RANGER optimizer in categorical cross-entropy loss calculation.

Finally, I will use the financial evaluation to calculate the profit I earn by using these two models.

  • SkillsPandas · Web Crawling · OOP · Github · Convolutional Neural Networks (CNN) · Python

Education


國立成功大學 National Cheng Kung University

Mechanical Engineering

Master Degree, 2012 - 2014

國立成功大學 National Cheng Kung University

Mechanical Engineering

Bachelor Degree, 2008 - 2012

Licenses and Certifications

TOEIC

ETC - Score: 855

Python Data Analytics Course

上台科技股份有限公司(達內教育TEDU)

210468000009668833
Issued April 2021 · 

Data Science: Modern Deep Learning in Python

Udemy

UC-8e281a65-b219-4c80-84fd-080d64600072
Issued May 2023 · 

The Python Mega Course: Learn Python in 50 Days with 20 Apps

Udemy

UC-9bad5f82-d2b4-45c6-9b18-9d65e64f458f
Issued March 2023 · 

Data Science: Deep Learning and Neural Networks in Python

Udemy

UC-76281cb5-4575-43a2-abaf-32271e5d4a0f
Issued March 2023 · 

數據思維課程

ALPHA CAMP


Issued February 2024 · 

Beginner's Guide to Power BI

ALPHA CAMP

Issued February 2024 · 

Top Skills

   Python      Power BI      Data Analytics      Machine Learning      Induction Motor Theory      Web Crawling      Marketing Strategy   

Languages

   English — Fluent      Chinese — Native or Bilingual      Malay — Fluent   

Resume
Profile

梁賦康 (Foo-Hong, Leong)

  Taoyuan City, Taiwan

Email: [email protected]

Tel: 0932187053

Skills
• Languages: Python
• DataBases: MySQL, SQLite
• Infrastructure tools: Github
• Machine learning libraries: TensorFlow, Keras, and Scikit-learn
• Data visualization tools: Power BI, Seaborn and Matplotlib
• Deployment: Streamlit

Summary
I have been working in Motor Manufacturing Industry for 8 years. My first programming was going to my Bachelor's degree, C++ was the first program I learned. Then I 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.)

January 2023 - October 2023

1. Product Analytics
2. Market Trend Analytics
3. New Product Development Project Management
4. Industrial Induction Motor Instructor

Team Lead Supervisor  •  東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)

May 2021 - December 2022

1. Industrial Induction Motor Designer
2. R&D
3. Instructor of Oversea's Quotation and Engineering Department
4. Project Leader
-- Leading a team with 5 people

Senior Researcher  •  東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)

January 2020 - April 2021

1. Industrial Induction Motor Designer
2. R&D
3. Instructor of Oversea's Quotation and Engineering Department
4. Project Leader

Assistant Researcher  •  東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)

February 2015 - December 2019

1. Industrial Induction Motor Designer
2. R&D
3. Quotation and Engineering Consultant
4. Instructor of Oversea's Quotation and Engineering Department

Side Project

Genetic Algorithm Electrical Motor Design Program

This project is going to establish a program that can maximize the power density of electrical motor. This program can automatically design an electrical motor that has a lighter weight but the highest efficiency.  

Initialization: The motor design parameters become the genetic parameters, and motor characteristics will be set as the constraint parameters. 

Selection: Since the motor characteristic is a discrete type of data, therefore, fuzzy logic is carried out to define how good this chromosome is, which is the calculation of fitness. I use Deterministic Sampling for the first round of selection and then the Enlarged Sampling Space method for the rest generation. The Elitism Selection has also been used in the Selection Stage.

Genetic Operator: Double Crossover is the method that is used in the crossover operator.

  • Skills: Matlab · Genetic Algorithms

Pricing Web Crawling Program

This program solves the pricing update problem such as raw materials, accessories, and other parts. By combining the EFC Calculation Program, the complicated workload for every month's update can be more convenient.

  • Skills:Pandas (Software) · Web Crawling · OOP · Python

Stock Prediction by CNN

This project is about doing the stock prediction by CNN and using the triple barrier method to do the labeling.

Frontend: Streamlit

Crawling: Gather the data from the website by downloading the data or xpath to work on the data.

Data Preprocessing: 15 kinds of technical indicators are used to transform to a 15x15 pic, then drop those NA columns. The triple barrier method was used to do the labeling by inputting the upper bound of the stop profit and the lower bound of the stop loss, by the way, the holding period can be the input parameter also. Normalizing was used before transforming the data into a pic. by MinMaxScaler.

Training: I establish two different models which are the normal CNN model with RELU activation function and categorical cross-entropy with ADAM as optimizer to calculate the loss. The other one is using LeakyRELU as the activation function and RANGER optimizer in categorical cross-entropy loss calculation.

Finally, I will use the financial evaluation to calculate the profit I earn by using these two models.

  • SkillsPandas · Web Crawling · OOP · Github · Convolutional Neural Networks (CNN) · Python

Education


國立成功大學 National Cheng Kung University

Mechanical Engineering

Master Degree, 2012 - 2014

國立成功大學 National Cheng Kung University

Mechanical Engineering

Bachelor Degree, 2008 - 2012

Licenses and Certifications

TOEIC

ETC - Score: 855

Python Data Analytics Course

上台科技股份有限公司(達內教育TEDU)

210468000009668833
Issued April 2021 · 

Data Science: Modern Deep Learning in Python

Udemy

UC-8e281a65-b219-4c80-84fd-080d64600072
Issued May 2023 · 

The Python Mega Course: Learn Python in 50 Days with 20 Apps

Udemy

UC-9bad5f82-d2b4-45c6-9b18-9d65e64f458f
Issued March 2023 · 

Data Science: Deep Learning and Neural Networks in Python

Udemy

UC-76281cb5-4575-43a2-abaf-32271e5d4a0f
Issued March 2023 · 

數據思維課程

ALPHA CAMP


Issued February 2024 · 

Beginner's Guide to Power BI

ALPHA CAMP

Issued February 2024 · 

Top Skills

   Python      Power BI      Data Analytics      Machine Learning      Induction Motor Theory      Web Crawling      Marketing Strategy   

Languages

   English — Fluent      Chinese — Native or Bilingual      Malay — Fluent