CakeResume
CakeResume Logo
サインイン
サインアップ
Build your Network
My Network
Access your personal network connections and manage your contacts.
CakeResume Meet
Expand your professional network by meeting and connecting with other users.
Community
Engage with other users through discussions, forums, and networking events.
サインイン
サインアップ

CakeResume Talent Search

上級
On
条件に合うものが見つかりませんでした。
Taipei, Taiwan
Taiwan
IT
技術
4〜6年
6〜10年
10〜15年
15年以上
AI Smart Matching
On
National Central University
國立中央大學
Taipei, Taiwan
Taiwan
フルタイム
+python
AI & Machine Learning
ELK Stack
NLP Machine Learning
Yes
15+ people
2ヶ月以内
条件に合うものが見つかりませんでした。
Master of Science (MS)
Master
2012
Current company
Off
Select all
Covino Farms
National Taichung University of Education
Naturint.
iKala 愛卡拉互動媒體股份有限公司
条件に合うものが見つかりませんでした。
パートタイムのフリーランス
条件に合うものが見つかりませんでした。
English
4〜6年
6〜10年
10〜15年
15年以上
  • 既読の検索結果を除く
  • Show all experiences
Avatar of 廖昱程.
オフライン
Avatar of 廖昱程.
オフライン
廖昱程
Customer Engineer @iKala 愛卡拉互動媒體股份有限公司
・
2022 ~ 現在
2ヶ月以内
to do market research, identify customer demand, product/solution landing, and finish 5 POC. •Responsible for ELK stack, back-end system, and pre-alert system for the new product. •Drove analysis data and visualize it for the dashboard and backstage management system for insight and impact. Covino Farms, Deputy Team Leader, Nov 2015 ~ Sep 2017 •Fixing the relationship with customers and ledmembers to finish daily orders. National Taichung University of Education, Research Assistant, May 2014 ~ Dec 2014 •Project: Using Motivation Approach to Enhance Low Achievers Science Learning Motivation and Thinking Ability. •Responsible for data
nlp machine learning
+python
AI & Machine Learning
就職中
フルタイム
4〜6年
國立中央大學
・
認知與神經科學所
100+

最も簡単で効果的な採用プラン

80万枚以上の履歴書を検索して、率先して求人応募者と連絡をとって採用効率を高めましょう。何百もの企業に選ばれています。

  • 検索結果をすべて閲覧
  • 新しい会話を無制限に始められます
  • 有料企業にのみ履歴書を公開
  • ユーザーのメールアドレスと電話番号を確認
今すぐアップグレード
7-day money-back guarantee, cancel anytime
1
検索のコツ
1
Search a precise keyword combination
senior backend php
If the number of the search result is not enough, you can remove the less important keywords
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
無料プランでは公開済みの履歴書のみ利用できます。
上級プランにアップグレードして、CakeResume限定の何百万の履歴書など、すべての検索結果を閲覧しましょう。
今すぐアップグレード

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.
3ヶ月以内
Avatar of 廖昱程.
廖昱程
NLP Scientist/Sr. Software Engineer
Logo of iKala 愛卡拉互動媒體股份有限公司.
iKala 愛卡拉互動媒體股份有限公司
・
2022 ~ 現在
Taipei, 台灣
Professional Background
現在の状況
就職中
求人検索の進捗
Professions
Research / R&D
Fields of Employment
ソフトウェア, Information Services, 人工知能／機械学習
職務経験
6〜10年の職務経験（4〜6年関連）
Management
I've had experience in managing 15+ people
スキル
nlp machine learning
+python
AI & Machine Learning
ELK stack
言語
Job search preferences
希望のポジション
求人タイプ
フルタイム
希望の勤務地
リモートワーク
Freelance
はい、私はアマチュアのフリーランスです。
学歴
学校
國立中央大學
専攻
認知與神經科學所
印刷

Migo Yu-Cheng Liao

NLP Engineer & Software Engineer | Interested in Sentiment Analysis and Social Computing

Taipei，Taiwan
[email protected]

Work Experiences

Naturint., NLP Scientist/Sr. Software Engineer, June/2018 – Present

•Introduced and optimized the NLU model for our virtual assistant. 

•Responsible for content design, NLU model, data analysis, and UX optimization. 

•Executed NTD 20 million AI solution, which is the first virtual assistant by ChatBot in the aviation industry in Taiwan and it was released in September 2019. 

•Performed analysis and in-depth reviews of virtual assistants to improve product and troubleshooting. 

•This AI solution deals with 250/day on average and around 1200/day customers for the peak season by 5 virtual assistants behind the customer service department, which could make at least NTD 1.5 million per month and reduce 20% customer complaints. 

•Worked with the management team to do market research, identify customer demand, product/solution landing, and finish 5 POC. 

•Responsible for ELK stack, back-end system, and pre-alert system for the new product. 

•Drove analysis data and visualize it for the dashboard and backstage management system for insight and impact.

Covino Farms, Deputy Team Leader, Nov 2015 ~ Sep 2017

•Fixing the relationship with customers and led 15-40 members to finish daily orders.

National Taichung University of Education, Research Assistant, May 2014 ~ Dec 2014

•Project: Using Motivation Approach to Enhance Low Achievers Science Learning Motivation and Thinking Ability.
•Responsible for data processing, statistical analysis, and to write academic reports.

Education

國立中央大學, 科學碩士（MS）, 認知與神經科學所, 2008 ~ 2012

The effect of death thoughts on deception, Master’s Thesis, Taiwan, 2018
•This study uses mortality salience adopted from Terror Management Theory for treatment before people lying and rec-ord the physiological signals for data analysis.

中原大學, 理學士（BS）, 心理學, 2006 ~ 2008

Technical Skills

•Statistical Modeling, Machine Learning(focus on NLP model), EDA and ETL, Feature Engineering. 

•Python, ELK Stack(Elasticsearch, Logstash, Kibana), Power BI. 

•Physiological Signal Analysis - GSR, EEG & ERPs, MRI, Heart-rate, Matlab, SPSS. Experience: Deep Learning, JavaScript, HTML, R, Docker, Google Cloud Platform, Azure, AWS.

Side Project

Data-Driven Urban Flood Warning System, DSP, 2019. 

•Honor: The project was accepted to D4GX 2019 Program Committee as a poster. 

•Implemented a predict model to predict the risk of urban area flooding, and this flood warning system integrate UI to check which road sections users need to avoid. 


 Intelligent legal Systems, Department of Law, National Taiwan University, 2019. 

•Implemented forecasting model for victory possibility of the haunted house case by court verdict, and launched a website for user fill the key factor to knowing the predictive result. 

•http://supercute.herokuapp.com/welcome/hahaIndex

Awards

．2019 Civil IoT Taiwan(民生公共物聯網資料應用競賽) – 4th. 

．Data for Good Exchange 2019 Bloomberg – poster. 

．2019 Presidential Hackathon – semi-finals round. 

．Formosa Grand Challenge(科技部大擂台): Talk with AI – 5th. 

．ActInSpace2018 International Space Hackathon – Final round in Paris. 

．ActInSpace Hackathon 2018 – First prize in Taiwan. 

．mit.jobs Honestbee Hackathon 2018 – Final round and Special Award. 

．T-Brain Kaggle competition: Malware Detection - Top 25%, 2018 

．Twaia-FF Kaggle competition: Finance Fraud Detection - Top 7%, 2018 

．Twaia-image Kaggle competition: image classification - Top 12%, 2018 

．2018 Global Fishackathon Taipei - Final contest, 2018

Certification

．Intro to TensorFlow - Machine Learning with TensorFlow on GCP (Coursera) 

．Art and Science of Machine Learning - Machine Learning with TensorFlow on GCP (Coursera) 

．How Google does Machine Learning - Machine Learning with TensorFlow on GCP (Coursera) 

．Launching into Machine Learning - Machine Learning with TensorFlow on GCP (Coursera) 

．Feature Engineering - Machine Learning with TensorFlow on GCP (Coursera) 

．Google Cloud Platform Big Data and Machine Learning Fundamentals (Coursera) 

．Machine Learning Foundations - Mathematical Foundations (Coursera) 

．Machine Learning Foundations - Algorithmic Foundations (Coursera) 

．Python Programming Essentials (Coursera) 

．Taiwan Artificial Intelligence Academy 

．Hadoop3 and Spark for BigData analysis (Ming-Chuan University 

．FinTech and BigData – Taiwan Finance Engineers and Trader Association 

．Data Analysis for Customer Classification and Per Customer Transaction(會員分類與提高客單的大數據分析R語言) 

．Vocational Training Program Planning and Management Specialists (Commerce Development Research Institute)

Activities

．2019 Civil IoT Taiwan – presenter. 

．Date for Good Exchange 2019 Bloomberg – expert consultant. 

．2019 Presidential Hackathon – presenter. 

．ActInSpace2018 International Space Hackathon – Taiwan representative presenter. 

．mit.jobs Honestbee Hackathon 2018 – presenter. 

．2019 National Central University – lecturer – Introduction of Data Science. 

．2018 The Baton Project – expert consultant. 

．Basketball Team of department in university – captain for 2 years and got 2 championships. 

．Chorus of school/university over 10 years – Bass team leader.

Resume
プロフィール
印刷

Migo Yu-Cheng Liao

NLP Engineer & Software Engineer | Interested in Sentiment Analysis and Social Computing

Taipei，Taiwan
[email protected]

Work Experiences

Naturint., NLP Scientist/Sr. Software Engineer, June/2018 – Present

•Introduced and optimized the NLU model for our virtual assistant. 

•Responsible for content design, NLU model, data analysis, and UX optimization. 

•Executed NTD 20 million AI solution, which is the first virtual assistant by ChatBot in the aviation industry in Taiwan and it was released in September 2019. 

•Performed analysis and in-depth reviews of virtual assistants to improve product and troubleshooting. 

•This AI solution deals with 250/day on average and around 1200/day customers for the peak season by 5 virtual assistants behind the customer service department, which could make at least NTD 1.5 million per month and reduce 20% customer complaints. 

•Worked with the management team to do market research, identify customer demand, product/solution landing, and finish 5 POC. 

•Responsible for ELK stack, back-end system, and pre-alert system for the new product. 

•Drove analysis data and visualize it for the dashboard and backstage management system for insight and impact.

Covino Farms, Deputy Team Leader, Nov 2015 ~ Sep 2017

•Fixing the relationship with customers and led 15-40 members to finish daily orders.

National Taichung University of Education, Research Assistant, May 2014 ~ Dec 2014

•Project: Using Motivation Approach to Enhance Low Achievers Science Learning Motivation and Thinking Ability.
•Responsible for data processing, statistical analysis, and to write academic reports.

Education

國立中央大學, 科學碩士（MS）, 認知與神經科學所, 2008 ~ 2012

The effect of death thoughts on deception, Master’s Thesis, Taiwan, 2018
•This study uses mortality salience adopted from Terror Management Theory for treatment before people lying and rec-ord the physiological signals for data analysis.

中原大學, 理學士（BS）, 心理學, 2006 ~ 2008

Technical Skills

•Statistical Modeling, Machine Learning(focus on NLP model), EDA and ETL, Feature Engineering. 

•Python, ELK Stack(Elasticsearch, Logstash, Kibana), Power BI. 

•Physiological Signal Analysis - GSR, EEG & ERPs, MRI, Heart-rate, Matlab, SPSS. Experience: Deep Learning, JavaScript, HTML, R, Docker, Google Cloud Platform, Azure, AWS.

Side Project

Data-Driven Urban Flood Warning System, DSP, 2019. 

•Honor: The project was accepted to D4GX 2019 Program Committee as a poster. 

•Implemented a predict model to predict the risk of urban area flooding, and this flood warning system integrate UI to check which road sections users need to avoid. 


 Intelligent legal Systems, Department of Law, National Taiwan University, 2019. 

•Implemented forecasting model for victory possibility of the haunted house case by court verdict, and launched a website for user fill the key factor to knowing the predictive result. 

•http://supercute.herokuapp.com/welcome/hahaIndex

Awards

．2019 Civil IoT Taiwan(民生公共物聯網資料應用競賽) – 4th. 

．Data for Good Exchange 2019 Bloomberg – poster. 

．2019 Presidential Hackathon – semi-finals round. 

．Formosa Grand Challenge(科技部大擂台): Talk with AI – 5th. 

．ActInSpace2018 International Space Hackathon – Final round in Paris. 

．ActInSpace Hackathon 2018 – First prize in Taiwan. 

．mit.jobs Honestbee Hackathon 2018 – Final round and Special Award. 

．T-Brain Kaggle competition: Malware Detection - Top 25%, 2018 

．Twaia-FF Kaggle competition: Finance Fraud Detection - Top 7%, 2018 

．Twaia-image Kaggle competition: image classification - Top 12%, 2018 

．2018 Global Fishackathon Taipei - Final contest, 2018

Certification

．Intro to TensorFlow - Machine Learning with TensorFlow on GCP (Coursera) 

．Art and Science of Machine Learning - Machine Learning with TensorFlow on GCP (Coursera) 

．How Google does Machine Learning - Machine Learning with TensorFlow on GCP (Coursera) 

．Launching into Machine Learning - Machine Learning with TensorFlow on GCP (Coursera) 

．Feature Engineering - Machine Learning with TensorFlow on GCP (Coursera) 

．Google Cloud Platform Big Data and Machine Learning Fundamentals (Coursera) 

．Machine Learning Foundations - Mathematical Foundations (Coursera) 

．Machine Learning Foundations - Algorithmic Foundations (Coursera) 

．Python Programming Essentials (Coursera) 

．Taiwan Artificial Intelligence Academy 

．Hadoop3 and Spark for BigData analysis (Ming-Chuan University 

．FinTech and BigData – Taiwan Finance Engineers and Trader Association 

．Data Analysis for Customer Classification and Per Customer Transaction(會員分類與提高客單的大數據分析R語言) 

．Vocational Training Program Planning and Management Specialists (Commerce Development Research Institute)

Activities

．2019 Civil IoT Taiwan – presenter. 

．Date for Good Exchange 2019 Bloomberg – expert consultant. 

．2019 Presidential Hackathon – presenter. 

．ActInSpace2018 International Space Hackathon – Taiwan representative presenter. 

．mit.jobs Honestbee Hackathon 2018 – presenter. 

．2019 National Central University – lecturer – Introduction of Data Science. 

．2018 The Baton Project – expert consultant. 

．Basketball Team of department in university – captain for 2 years and got 2 championships. 

．Chorus of school/university over 10 years – Bass team leader.