CakeResume 找人才
进阶搜寻
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 ~ 现在
・
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
就职中
・
目前没有兴趣寻找新的机会
全职 / 我只想远端工作
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 ~ 现在
・
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
就职中
全职 / 对远端工作有兴趣
6 到 10 年
國立台灣大學
・
政治系國際關係組最轻量、快速的招募方案，数百家企业的选择
搜寻简历，主动联系求职者，提升招募效率。
- 浏览所有搜寻结果
- 每日可无限次数开启陌生对话
- 搜尋僅開放付費企業檢視的简历
- 检视使用者信箱 & 电话
搜寻技巧
1
Search a precise keyword combination
senior backend php
2
Use quotes to search for an exact phrase
"business development"
3
Use the minus sign to eliminate results containing certain words
UI designer -UX
职场能力评价定义
专业技能
该领域中具备哪些专业能力（例如熟悉 SEO 操作，且会使用相关工具）。
问题解决能力
能洞察、分析问题，并拟定方案有效解决问题。
变通能力
遇到突发事件能冷静应对，并随时调整专案、客户、技术的相对优先序。
沟通能力
有效传达个人想法，且愿意倾听他人意见并给予反馈。
时间管理能力
了解工作项目的优先顺序，有效运用时间，准时完成工作内容。
团队合作能力
具有向心力与团队责任感，愿意倾听他人意见并主动沟通协调。
领导力
专注于团队发展，有效引领团队采取行动，达成共同目标。
专业背景
目前状态
就职中
求职阶段
目前没有兴趣寻找新的机会
专业
数据科学家
产业
半导体
工作年资
小於 1 年
管理经历
技能
语言能力
Chinese
・
母语或双语
English
・
专业
求职偏好
希望获得的职位
軟體工程師
预期工作模式
全职
期望的工作地点
Hsinchu City, 台灣
远端工作意愿
对远端工作有兴趣
接案服务
否
学历
学校
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