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4-6 years
6-10 years
10-15 years
More than 15 years
軟體工程師
軟體工程師 @Wistron NeWeb Corporation 啟碁科技股份有限公司2023 ~ 2023
・
軟體工程師
Within two months
Studying
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立中正大學(National Chung Cheng University)
・
Computer Science and Information EngineeringEmployed
Full-time / Interested in working remotely
4-6 years
國立中興大學
・
資訊管理學系Full-time / Not interested in working remotely
4-6 years
景文科技大學
・
資訊管理系
Android platform engineer @璟昇科技股份有限公司-美商ID TECH台灣分公司2023 ~ Present
・
軟體工程師
Within one month
issue fixing. Audio 3rd party effect porting. ChromiumOS knowledge base development. Windows application tool design and develop for Audio verification and testing. (C#) Audio testing tool implement in bash. Razer senior software engineer, July 2020 ~ March 2022 Android application development Integration with Razer's & Google could service ( Razer SSO, Silver API, Google Fit ) Razer watch face for Razer smart watch. ( Co-branded with Fossil ) Game controller android application implement. Garmin AOEM advanced senior engineer, April 2020 ~ July 2020 Android auto project in Qualcomm platform Sensors HAL and sensor module develop Implement build
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
朝陽科技大學
・
資訊工程
Data Engineer @美好金融2022 ~ 2023
・
軟體工程師
Within two months
開發 Python開發ETL流程、顧客行為特徵，熟悉pyspark 優化現有資料管線，提升4倍效率，並增加監控、警示、盤點、備份機制節點 透過 amplitude API, google analytics API, couchbase 交換資料，並建立新資料管線 重建 Data Warehouse和優化資料庫設計 重建data warehouse資料庫，補齊20年歷史資料，重新規劃table schema，搭
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立中央大學
・
物理
Architect Lead @iKala 愛卡拉互動媒體股份有限公司2023 ~ Present
・
軟體工程師
Within one month
Woer Digital Technology Co., Ltd.: - Developed server framework and game logic in C#, contributing to the company’s gaming portfolio. Leadership and Collaboration: - Demonstrated leadership in guiding junior engineers and leading project teams. - Collaborated effectively with Tech Leads, Data Scientists, and Engineers across departments to drive project success. - Career Vision: Committed to leveraging technical expertise and collaborative spirit to drive innovation and excellence in the tech industry. Taichung City, Taiwan 工作經歷 Architect Lead • iKala 愛卡拉互動媒體股份有限公司 七月Present
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
逢甲大學
・
資訊工程學系, 資訊安全學位The Most Lightweight and Effective Recruiting Plan
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Data Scientist
Fields of Employment
Semiconductor
Work experience
Less than 1 year
Management
Skills
Languages
Chinese
・
Native or Bilingual
English
・
Professional
Job search preferences
Positions
軟體工程師
Job types
Full-time
Locations
Hsinchu City, 台灣
Remote
Interested in working remotely
Freelance
No
Educations
School
國立台灣大學
Major
策略管理
羅文義
沉著穩健，目光如炬，樂觀積極，與時俱進。
Education
國立臺灣大學 National Taiwan University（2017.09 ~ 2019.06）
- Master of Business Administration
- Major in Business Analytics & Strategy Management
- Master's Thesis：“Stock Investing Using Market-share Estimation Based on Aggregate Data”
- Relevant Coursework：Big Data and Business Analytics (A+), Strategic Management (A), Analysis of Industry & Competition (A), Management Science Models (A-), Business Model Innovation through the Internet of Things
國立清華大學 National Tsing Hua University（2013.09 ~ 2017.06）
- Bachelor of Computer Science
- GPA：3.79/4.3
- Rank：35/120
- Relevant Coursework：Data Structures, Computer Architecture, Design and Analysis of Algorithms, Programming Top Ten Important Algorithms in Python, Probability
Skills
Program
C/C++, Python, R, Java, Matlab
Data analysis
R, Python -
Exploratory data analysis, ANOVA, regression model, Data cleansing, Machine Learning (KNN, SVM, RF)
Languages
GEPT High-intermediate Level
TOEIC 820
Projects
Stock Investing Using Market-share Estimation Based on Aggregate Data
- Collected, cleansed data from Taiwan Economic Journal database (TEJ database) and Market Observation Post System
- Constructed a random coefficient logit model (BLP model) using aggregate data for utility estimation
- Implemented Markov Chain Monte Carlo (MCMC) algorithm for Bayesian inference and Maximum Likelihood Estimation (MLE) in R and C++
- Built a trading signal generator by using change of utility combined with the stop-loss mechanism in the trading backtest and obtained return on investment was 60.6% during 2017Q1 to 2019Q1
Predicted Taiwan stock market by analyzing financial news articles
- Extracted features from words by applying n-gram and tf-idf method in python
- Conducted experiment of the input data by comparing k nearest neighbor (KNN), Support Vector Machine (SVM), and Random forests (RM) algorithm
- Predicted the daily up and down changes of the selected stocks, which achieve high accuracy by 85%-90%
Analytic of pharmacy sales information using regression model
- Coordinated with company for data cleaning and variables selection to ensure that data is meaningful and analyzable
- Developed data visualization and conducted exploratory data analysis (EDA) to analyze data sets for teasing out insights
- Applied market basket analysis to build recommendation engines and make purchase suggestions to customers
Mergers & Acquisitions (M&A) analysis of COSCO and OOCL
- Analyzed and evaluated the case from the industrial, operational, and financial aspects
- Proposed operational synergy and financial synergy by analyzing the shipping industry overview
- Judged the acquisition price ensured it was reasonable by using P/B ratio, EV/EBITDA, and Discounted cash flow method
Leadership
MBA Softball Team, NTU
Vice-captain | Sep 2017 - Sep 2018
- Formed a group that created a thoughtful project and won the fourth place
- Accountable for team operations such as budget, equipment management, weekly practice, and game preparations
Computer Science Student Association, NTHU
Vice president | Sep 2015 - Sep 2016
- Developed and managed reorganization of the student association
- Held the 1st CS night with limited budget and human resources
- Managed Facebook fan pages and held at least one large activity for over a hundred people every semester
Freshman Camp, NTHU
Lecturer & Director of activity ｜ Jul 2016 - Aug 2016
- Share the essential guidelines and my college life to freshmen in the department of computer science
- The number of freshmen participated in the event reached 88%, the highest in the history
羅文義
沉著穩健，目光如炬，樂觀積極，與時俱進。
Education
國立臺灣大學 National Taiwan University（2017.09 ~ 2019.06）
- Master of Business Administration
- Major in Business Analytics & Strategy Management
- Master's Thesis：“Stock Investing Using Market-share Estimation Based on Aggregate Data”
- Relevant Coursework：Big Data and Business Analytics (A+), Strategic Management (A), Analysis of Industry & Competition (A), Management Science Models (A-), Business Model Innovation through the Internet of Things
國立清華大學 National Tsing Hua University（2013.09 ~ 2017.06）
- Bachelor of Computer Science
- GPA：3.79/4.3
- Rank：35/120
- Relevant Coursework：Data Structures, Computer Architecture, Design and Analysis of Algorithms, Programming Top Ten Important Algorithms in Python, Probability
Skills
Program
C/C++, Python, R, Java, Matlab
Data analysis
R, Python -
Exploratory data analysis, ANOVA, regression model, Data cleansing, Machine Learning (KNN, SVM, RF)
Languages
GEPT High-intermediate Level
TOEIC 820
Projects
Stock Investing Using Market-share Estimation Based on Aggregate Data
- Collected, cleansed data from Taiwan Economic Journal database (TEJ database) and Market Observation Post System
- Constructed a random coefficient logit model (BLP model) using aggregate data for utility estimation
- Implemented Markov Chain Monte Carlo (MCMC) algorithm for Bayesian inference and Maximum Likelihood Estimation (MLE) in R and C++
- Built a trading signal generator by using change of utility combined with the stop-loss mechanism in the trading backtest and obtained return on investment was 60.6% during 2017Q1 to 2019Q1
Predicted Taiwan stock market by analyzing financial news articles
- Extracted features from words by applying n-gram and tf-idf method in python
- Conducted experiment of the input data by comparing k nearest neighbor (KNN), Support Vector Machine (SVM), and Random forests (RM) algorithm
- Predicted the daily up and down changes of the selected stocks, which achieve high accuracy by 85%-90%
Analytic of pharmacy sales information using regression model
- Coordinated with company for data cleaning and variables selection to ensure that data is meaningful and analyzable
- Developed data visualization and conducted exploratory data analysis (EDA) to analyze data sets for teasing out insights
- Applied market basket analysis to build recommendation engines and make purchase suggestions to customers
Mergers & Acquisitions (M&A) analysis of COSCO and OOCL
- Analyzed and evaluated the case from the industrial, operational, and financial aspects
- Proposed operational synergy and financial synergy by analyzing the shipping industry overview
- Judged the acquisition price ensured it was reasonable by using P/B ratio, EV/EBITDA, and Discounted cash flow method
Leadership
MBA Softball Team, NTU
Vice-captain | Sep 2017 - Sep 2018
- Formed a group that created a thoughtful project and won the fourth place
- Accountable for team operations such as budget, equipment management, weekly practice, and game preparations
Computer Science Student Association, NTHU
Vice president | Sep 2015 - Sep 2016
- Developed and managed reorganization of the student association
- Held the 1st CS night with limited budget and human resources
- Managed Facebook fan pages and held at least one large activity for over a hundred people every semester
Freshman Camp, NTHU
Lecturer & Director of activity ｜ Jul 2016 - Aug 2016
- Share the essential guidelines and my college life to freshmen in the department of computer science
- The number of freshmen participated in the event reached 88%, the highest in the history