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4-6 years
6-10 years
10-15 years
More than 15 years
R&D Alternative Service @MOHW2015 ~ 2018
・
程式設計師
Within one year
of the national green data center . UNSW Australia , Summer Internship, JulSeptParticipated in the academic exchange program (subsidized by FJCU and Ministry of education of Taiwan) of DM-Lab and Smart Services CRC, focus on the SNS data mining and project development. Project development: Spreading Pattern and Effectiveness on Social Media Sites Conducted the data collecting and analysis of the research (word of mouth recommendation related). Implemented the software adaptation. (MATLAB, altered k-means clustering) Fu Jen Catholic University, Research Assistant, OctJunSupervised laboratory routines and co-organized training courses for junior members of the lab. Formulated
Employed
Full-time / Interested in working remotely
4-6 years
Fu-Jen Catholic University
・
Information Management
Employed
Full-time
4-6 years
國立中央大學
・
認知與神經科學所Lead Manager @Jeremy Banks2023 ~ Present
・
Marketing Specialist
Within one month
Employed
Full-time / Interested in working remotely
4-6 years
University of Australia
・
Marketing and Sales Data Engineer @FarEasTone Telecom 2021 ~ Present
・
Data engineer
Within six months
Employed
Full-time / Interested in working remotely
6-10 years
National Chung Cheng University
・
Applied Geophysics
Media Manager @Publicis Groupe2020 ~ Present
・
More than one year
employee benefit Supervisor of Overseas Marketing • iStar Digital Technology 五月八月 2017 Industry: Gaming app/Star-up 1. Marketing head of overseas business unit, leadership of two team members from Malaysia and Taiwan 2. Shaping and executing the digital marketing strategy across all the relevant social networks and delivering highly creative social media and content marketing campaigns 3. Data analysis and optimisation that drive significant performance, CPA efficiencies, and revenue improvement Key Performance - Drive significant improvement of mobile application installs by planning and implementing campaigns. Succeeded in driving 550,000 installs of new
Full-time / Interested in working remotely
6-10 years
National Taiwan University
・
Information System Training Program Program: HTML5, CSS3, jQuery, Bootstrap
RFSW Staff Engineer @Universal Scientific Industrial Shanghai Co., Ltd.2014 ~ Present
・
RFSW Staff Engineer
Within one year
Experience of Biz Trip *. WIN10 WINHEC 2015 Workshop at Shenzen in China *. WIN10 WINHEC 2018 Workshop in Taipei *. Qualcomm Worksop at Shenhai/ZhangJiang in China *. On-site supportof Verizon LAB Filed Trial (LA/Irvine) Software Engineer • HTC Corporation 十月十一月 2012 Application development. Gallery APP. SQLite Database. File Browser. Social Network(Facebook, Picassa, RenRen, KDDI, ...etc.) NFC. UI. 學歷國立臺灣科技大學 (National Taiwan University of Science and Technology) Master of Engineering (...
Employed
・
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
國立臺灣科技大學 National Taiwan University of Science and Technology
・
Master of Engineering (MEng), Electrical Engineering
Software Engineer @TSMC 台積電2022 ~ Present
・
Data Scientist
Within one month
KKBOX 九月四月 2020Taipei, Taiwan - build public opinion mining system by novel NLP models. * build novel NLP models such as BERT-BiLSTM-CRF, ConvNet and TNet by TensorFlow. * maintain, design NLP pipelines for opinion mining system. * build the frontend page which can monitor artist's social volumes by React. * build restful api by Flask, gunicorn. * deploy this microservice by docker stack (docker-compose) - maintain app's event log specification and analyze user actions. - win 3rd place in KKBOX inhouse hackathon. we build a social network app called KKMeet which can recommend
Employed
・
Not open to opportunities
Full-time / Not interested in working remotely
4-6 years
National Taiwan University
・
Economics
Assistant IT Manager @City University of Hong Kong2020 ~ Present
・
IT Manager
Within six months
high availability and multi - region Hong Kong, Singapore and Japan scalability China Mobile Hong Kong, Assistant Software Engineer, Apr 2016 ~ Apr 2017 ⚫ Building up Private Cloud for internal use using OpenStack ⚫ Software Development and DevOps with Python, Docker, Ansible ⚫ Building up Big Data Platform for customer experience analysis using Hadoop and MongoDB. Research and Development of TensorFlow for Machine Learning ⚫ Real time network analysis using Fluentd and ElasticSearch iStage HK Ltd/Cyber Games Arena, Project Executive, Jul 2015 ~ Mar 2016 ⚫ Social media agent of Logitech Hong Kong, ecHome, Eizo Hong Kong Organize advertising
Employed
Full-time / Interested in working remotely
6-10 years
Hong Kong Metropolitan University
・
BSc. in Electronics
Social Media Manager @Freelance2016 ~ Present
・
Communication & Social Media Specialist
More than one year
ads for professionals and SMEs services. As they need management of their social channels, my task is to turn their offline activities into online advertising to enhance their digital presence. This year we have seen a monthly growth of 10% Main responsibilities:: Development and creation of content for social networks Creation of contents and the editorial plan Following new trends Planning communication strategies and guerrilla marketing Definition of technology strategies which maximize the business value and minimize time to market Social Media Manager Freelance AprilPresent Main responsibilities: Managing digital projects, communication and strategies on social media channels (Facebook
Employed
Full-time / Interested in working remotely
6-10 years
Social Media Training (Stagione 2) di Luca La Mesa
Digital Content Curator @Geneva Area2014 ~ 2014
・
Web Content Manager / Digital Media Analyst / Editor
More than one year
social media activities and marketing campaigns . Carrying out researches and infographics by digging deep in the Internet data mine . Photo, video editing, radio broadcasting . B2B editorial projects carried out for business partners and main clients . Managing editorial budget, quarterly presentation of business results and web traffic analysis Peculiar results and features When I was hired in 2009 , the number of monthly unique visitors was 70,000. Thanks to the news judgement, SEO strategy and social media managing skills of my team, in 5 years that number increased to more than 500,000. In the
Full-time / Interested in working remotely
10-15 years
SPG (Société Genevoise de Photographie)
・
Photojournalism CourseThe 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
Professions
Data Scientist, Back-end Engineer, Data Engineer
Fields of Employment
Software, Artificial Intelligence / Machine Learning, Big Data
Work experience
1-2 years
Management
I've had experience in managing 1-5 people
Skills
Languages
Job search preferences
Positions
Job types
Full-time
Locations
台灣台中市
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
雲林科技大學
Major
資訊管理系
林宗緯 Les
1996年出生 天秤座
喜歡閱讀，善於自學，責任心強
Python | AI | BigData | Web | Blockchain
雲林科技大學資訊管理系碩士
Management Information Systems Department ,Nation Yunlin University of Science and Technology
：0975-525-307
Hi！ 我是宗緯，在學時接觸過些許專案，作品包含網頁前後端系統、手機APP、資料視覺化與大數據分析我擅長團隊分工合作、分析問題與多種程式能力也許我不是您看過最優秀的，但我絕對是最有熱忱與責任心，熱忱與責任心是成功並精進自己的關鍵
Skills
Programming
Swift, R, PHP, Python, Java, JavaScript, Blockchain
Database / Analysis
OS and IDEs
Mac OS, Linux, Window, Jupyter Notebook, Visual Studio, Sublime, Spyder
AI
Machine Learning ( Decision Tree, Random Forest, SVM, etc. ）
Deep Learning （CNN, RNN, etc. ）
Keras, Scikit-learn
Education
雲林科技大學
資訊管理系碩士
2018 - 2020
朝陽科技大學
資訊管理系
2014 - 2018
Experience Project
Side Project | May 2018 - Apr 2020
我曾撰寫一些Machine Learning 和 Deep Learning 的 side project。
從 UCI、KDnuggets 等開放資料集透過 Python 爬蟲或者 API 的方式取的資料，並進行 Machine Learning 分類分群和 Deep Learning 模型訓練預測的練習，也架設 Spark 平台進行模型訓練與數據分析。
技術：Python、Machine Learning 、 Deep Learning 、Spark
雲林科技大學資訊管理系碩士論文
細懸浮微粒污染擴散過程中的序列資料探勘 | May 2019 - Apr 2020
碩⼠論文題目是「細懸浮微粒污染擴散過程中的序列資料探勘」，在研究的過程中學習許多演算法、時間序列與社會網路分析法等技術，利用許多演算法並分析台灣的空氣污染物 PM2.5 的議題上，找出PM2.5的模式，並透過社會網路分析法分析解釋各觀測點之間的結果。
技術：Python、演算法、時間序列、社會網路分析、空氣汙染
雲林科技大學企業管理系
網站管理 | May 2019 - Apr 2020
企業管理系系網維護與管理
第一次接手並維護不是自己所撰寫出來的系統，每次的需求 CRUD 都耗費大量時間的了解架構與程式邏輯，管理期間因設備問題而重建網站，讓我了解了備份的重要，因此自行撰寫 Python 腳本定期做資料備份，工作內容包括：
- 網站開發：承接系上人員需求，規劃並開發新功能架構。
- 網站維運：監控網站 loading 及錯誤進行修復。
技術：HTML、 PHP、 MYSQL、 Windows Server IIS、 Python腳本、 資料備份
Cooperation Project
朝陽科技大學 校務研究系統 | Jun 2016 - Jul 2017
大數據分析並將資訊視覺化
- 系統規劃：承接校方師長需求，規劃程式架構、資料架構，並與組員合作開發專案 。
- 資料收集與準備：使用 Python 與 R（RCurl）爬蟲串聯學校各處室之 API 獲得資料，進行資料清洗、分類整理需求資訊（ Pandas, NumPy, Dplyr ）。
- 數據視覺化：透過 R（ ggplot2 ）與 Tableau 呈現即時可互動之圖形。
- 系統架設：建立具有瀏覽權限並與 R（ shiny ）、Tableau 串聯之系統網頁，使不同的教職人員可以在網頁上即時瀏覽分析圖形。
技術：R、Python、Tableau、爬蟲、大數據分析、API
產學合作 汽車租賃系統 | Jul 2015- Dec2015
為公司新服務項目撰寫網頁專案系統
- MVC 架構完成網頁前後端 CRUD 製作。
- JQuery 串接 Google Map API 進行車輛定位。
- 以演算法計算車輛折舊。
- 專案上線後，進行問題追蹤、結案報告。
技術：HTML、PHP、MySQL、JavaScript、Google Map API 、JAVA（ Android APP ）、Object-C（ IOS APP ）
產學合作 技術支援服務系統 | Jan 2015- Jul 2015
第一次接觸程式工作，與其他兩位同學製作網頁系統協助公司將原本以電話告知、填寫維修單的全人工處理方式的工作內容線上化，藉此提升工作效率。
主要使用 Dreamweaver 開發 WEB 程式（HTML5, php, mysql）搭配 Wampserver 架設網站，功能包括：
- 客戶端：案件申報|合約查詢|案件查詢
- 公司端：業務功能|客服功能|工程師功能
技術：HTML、PHP、MySQL、JavaScript
林宗緯 Les
1996年出生 天秤座
喜歡閱讀，善於自學，責任心強
Python | AI | BigData | Web | Blockchain
雲林科技大學資訊管理系碩士
Management Information Systems Department ,Nation Yunlin University of Science and Technology
：0975-525-307
Hi！ 我是宗緯，在學時接觸過些許專案，作品包含網頁前後端系統、手機APP、資料視覺化與大數據分析我擅長團隊分工合作、分析問題與多種程式能力也許我不是您看過最優秀的，但我絕對是最有熱忱與責任心，熱忱與責任心是成功並精進自己的關鍵
Skills
Programming
Swift, R, PHP, Python, Java, JavaScript, Blockchain
Database / Analysis
OS and IDEs
Mac OS, Linux, Window, Jupyter Notebook, Visual Studio, Sublime, Spyder
AI
Machine Learning ( Decision Tree, Random Forest, SVM, etc. ）
Deep Learning （CNN, RNN, etc. ）
Keras, Scikit-learn
Education
雲林科技大學
資訊管理系碩士
2018 - 2020
朝陽科技大學
資訊管理系
2014 - 2018
Experience Project
Side Project | May 2018 - Apr 2020
我曾撰寫一些Machine Learning 和 Deep Learning 的 side project。
從 UCI、KDnuggets 等開放資料集透過 Python 爬蟲或者 API 的方式取的資料，並進行 Machine Learning 分類分群和 Deep Learning 模型訓練預測的練習，也架設 Spark 平台進行模型訓練與數據分析。
技術：Python、Machine Learning 、 Deep Learning 、Spark
雲林科技大學資訊管理系碩士論文
細懸浮微粒污染擴散過程中的序列資料探勘 | May 2019 - Apr 2020
碩⼠論文題目是「細懸浮微粒污染擴散過程中的序列資料探勘」，在研究的過程中學習許多演算法、時間序列與社會網路分析法等技術，利用許多演算法並分析台灣的空氣污染物 PM2.5 的議題上，找出PM2.5的模式，並透過社會網路分析法分析解釋各觀測點之間的結果。
技術：Python、演算法、時間序列、社會網路分析、空氣汙染
雲林科技大學企業管理系
網站管理 | May 2019 - Apr 2020
企業管理系系網維護與管理
第一次接手並維護不是自己所撰寫出來的系統，每次的需求 CRUD 都耗費大量時間的了解架構與程式邏輯，管理期間因設備問題而重建網站，讓我了解了備份的重要，因此自行撰寫 Python 腳本定期做資料備份，工作內容包括：
- 網站開發：承接系上人員需求，規劃並開發新功能架構。
- 網站維運：監控網站 loading 及錯誤進行修復。
技術：HTML、 PHP、 MYSQL、 Windows Server IIS、 Python腳本、 資料備份
Cooperation Project
朝陽科技大學 校務研究系統 | Jun 2016 - Jul 2017
大數據分析並將資訊視覺化
- 系統規劃：承接校方師長需求，規劃程式架構、資料架構，並與組員合作開發專案 。
- 資料收集與準備：使用 Python 與 R（RCurl）爬蟲串聯學校各處室之 API 獲得資料，進行資料清洗、分類整理需求資訊（ Pandas, NumPy, Dplyr ）。
- 數據視覺化：透過 R（ ggplot2 ）與 Tableau 呈現即時可互動之圖形。
- 系統架設：建立具有瀏覽權限並與 R（ shiny ）、Tableau 串聯之系統網頁，使不同的教職人員可以在網頁上即時瀏覽分析圖形。
技術：R、Python、Tableau、爬蟲、大數據分析、API
產學合作 汽車租賃系統 | Jul 2015- Dec2015
為公司新服務項目撰寫網頁專案系統
- MVC 架構完成網頁前後端 CRUD 製作。
- JQuery 串接 Google Map API 進行車輛定位。
- 以演算法計算車輛折舊。
- 專案上線後，進行問題追蹤、結案報告。
技術：HTML、PHP、MySQL、JavaScript、Google Map API 、JAVA（ Android APP ）、Object-C（ IOS APP ）
產學合作 技術支援服務系統 | Jan 2015- Jul 2015
第一次接觸程式工作，與其他兩位同學製作網頁系統協助公司將原本以電話告知、填寫維修單的全人工處理方式的工作內容線上化，藉此提升工作效率。
主要使用 Dreamweaver 開發 WEB 程式（HTML5, php, mysql）搭配 Wampserver 架設網站，功能包括：
- 客戶端：案件申報|合約查詢|案件查詢
- 公司端：業務功能|客服功能|工程師功能
技術：HTML、PHP、MySQL、JavaScript