CakeResume 找人才
進階搜尋
On
4 到 6 年
6 到 10 年
10 到 15 年
15 年以上
國立台灣大學
研發工程師 @荔枝智慧股份有限公司2018 ~ 現在
・
研發工程師
一個月內
[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
就職中
・
目前沒有興趣尋找新的機會
全職 / 我只想遠端工作
4 到 6 年
國立台灣大學
・
電機所自動控制
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
一年內
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
就職中
全職 / 對遠端工作有興趣
6 到 10 年
國立台灣大學
・
政治系國際關係組最輕量、快速的招募方案，數百家企業的選擇
搜尋履歷，主動聯繫求職者，提升招募效率。
- 瀏覽所有搜尋結果
- 每日可無限次數開啟陌生對話
- 搜尋僅開放付費企業檢視的履歷
- 檢視使用者信箱 & 電話
搜尋技巧
1
嘗試搜尋最精準的關鍵字組合
資深 後端 php laravel
2
將須完全符合的字詞放在雙引號中
"社群行銷"
3
在不想搜尋到的字詞前面加上減號，如果想濾掉中文字，需搭配雙引號使用 (-"人資")
UI designer -UX
職場能力評價定義
專業技能
該領域中具備哪些專業能力（例如熟悉 SEO 操作，且會使用相關工具）。
問題解決能力
能洞察、分析問題，並擬定方案有效解決問題。
變通能力
遇到突發事件能冷靜應對，並隨時調整專案、客戶、技術的相對優先序。
溝通能力
有效傳達個人想法，且願意傾聽他人意見並給予反饋。
時間管理能力
了解工作項目的優先順序，有效運用時間，準時完成工作內容。
團隊合作能力
具有向心力與團隊責任感，願意傾聽他人意見並主動溝通協調。
領導力
專注於團隊發展，有效引領團隊採取行動，達成共同目標。
專業背景
目前狀態
就職中
求職階段
目前沒有興趣尋找新的機會
專業
數據科學家
產業
半導體
工作年資
小於 1 年
管理經歷
技能
語言能力
Chinese
・
母語或雙語
English
・
專業
求職偏好
希望獲得的職位
軟體工程師
預期工作模式
全職
期望的工作地點
Hsinchu City, 台灣
遠端工作意願
對遠端工作有興趣
接案服務
否
學歷
學校
國立台灣大學
主修科系
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