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CakeResume Talent Search

上級
On
就職を希望していません
Taiwan
Taoyuan City, Taiwan
台灣
桃園市, 台灣
IT
Sales
工業
技術
1年未満
1〜2年
2〜4年
4〜6年
6〜10年
10〜15年
15年以上
AI Smart Matching
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國立台灣大學
National Taiwan University
輔仁大學
國立雲林科技大學
臺灣科技大學
National Cheng Kung University
國立中正大學
National Central University
National Chin-Yi University of Technology
University of Toronto
Taiwan
Taipei City, Taiwan
Taoyuan City, Taiwan
台北市, 台灣
台灣
桃園市, 台灣
フルタイム
AWS
Google Drive
JavaScript
Microsoft Office
Presentation & communication skills
Python
SQL
No
Yes
1-5 people
1ヶ月以内
1年以内
Business Development, Product Manager, Project Management, Business Operations, Process Design
研發工程師
Bachelor of Arts (BA)
Master’s Degree
Bachelor
Master
2017
2012
Current company
Off
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TECBO Australia sports co.
利保國際股份有限公司
國家理論科學研究中心
荔枝智慧股份有限公司
輝隆二世有限公司
リモートワークに興味あり
リモートワークのみ
パートタイムのフリーランス
Chinese - ネイティブまたはバイリンガル
English - 流暢
Chinese
English
4〜6年
6〜10年
10〜15年
15年以上
國立台灣大學
  • 既読の検索結果を除く
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Avatar of 黃建豪.
Avatar of 黃建豪.
黃建豪
研發工程師 @荔枝智慧股份有限公司
・
2018 ~ 現在
研發工程師
1ヶ月以内
[email protected] 工作經歷 六月Present Taipei, Taiwan 研發工程師 荔枝智慧股份有限公司 學歷國立台灣大學 電機系-自動控制研究所 技能 Python(Django, jupyter) Javascript(Vue) MySQL DynamoDB AWS Lambda(serverless, chalice) 專案 美商安達旅平險LINE聊天機器人 由實踐大學、安達產險和荔枝智慧共同合作研發。民眾可直接
PYTHON
JavaScript
SQL
就職中
・
就職を希望していません
フルタイム / リモートワークのみ
4〜6年
國立台灣大學
・
電機所自動控制
Avatar of CHIEH LIN.
Avatar of CHIEH LIN.
CHIEH LIN
業務襄理 @利保國際股份有限公司
・
2019 ~ 現在
Business Development, Product Manager, Project Management, Business Operations, Process Design
1年以内
player with time-synchronized display of lecture slides and nested discussion threads. Developed access control based front-end components in PHP using the Yii framework. NOV 2012 AUG 2013 Skills C++, Java Javascript Python, PHP HTML5, CSS3, SVG Qt, OpenGL/SDL, V8 jQuery, backbone, node Django, App engine LESS, Bootstrap, d3.js MySQL, MongoDB grunt, jasmine Flash, Actionscript 3 Git, Photoshop, Illustrator Honors SEARCC International School's Software Competition Algorithmic Programming Competition Organized by the Computer Society of India, was part of a team of three to represent our region at the national level
Google Drive
Microsoft Office
Presentation & communication skills
就職中
フルタイム / リモートワークに興味あり
6〜10年
國立台灣大學
・
政治系國際關係組

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UI designer -UX
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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.
1年以上
Avatar of 羅文義.
羅文義
Software Engineer @ TSMC
TSMC
・
2020 ~ 現在
台灣新竹市東區新竹
Professional Background
現在の状況
就職中
求人検索の進捗
就職を希望していません
Professions
Data Scientist
Fields of Employment
半導体
職務経験
1年未満
Management
スキル
Data Analytics
R
Python
C
toeic
Word
PowerPoint
Excel
Photoshop
Google Drive
WordPress
AngularJS
Django
HTML + CSS
JavaScript
Linux
言語
Chinese
・
ネイティブまたはバイリンガル
English
・
ビジネスレベル
Job search preferences
希望のポジション
軟體工程師
求人タイプ
フルタイム
希望の勤務地
Hsinchu City, 台灣
リモートワーク
リモートワークに興味あり
Freelance
いいえ。
学歴
学校
國立台灣大學
専攻
策略管理
印刷
Zj7hnyjtzucnit1mxj0i

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
Resume
プロフィール
印刷
Zj7hnyjtzucnit1mxj0i

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