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Avatar of FangYi Huang.
QA automation engineer / Software development engineer in test
Within one month
Skill Good at test planning, defined test strategy, implementing test plan and test cases also build up the test environment. Issue feedback and reporting, bug tracking and data analyzing. Program: Python, My SQL, Google Data Studio, ADB commands Education Fu Jen Catholic University~Master of Science i n Applied Statistics Fu Jen Catholic University~Bachelor of Statistics and Information Science Work Experience Google-PTE (Pixel Testing Engineer Team/01~2023/03) NOVMAR 2023 Pixel Acoustics Automation Test Development Acoustics automation and benchmark testing for PixelDesigned the test automation for measuring the speaker quality to enhance the
Unemployed
Ready to interview
Full-time / Not interested in working remotely
6-10 years
Avatar of Anushanka Hathwaislage.
Avatar of Anushanka Hathwaislage.
Assistant Manager Business Intelligence @AIA Sri Lanka
2021 ~ Present
Business Intelligence, Data Analyst, Strategy Planning
More than one year
Quality (quality assurance through process improvement) project related processes in the factory. Identifying and controlling abnormalities in the process from third parties or supplier/customer departments. Problem solving for identified abnormalities with LEAN Methods (8 Step/PDCA) Standardizing the processes by developing SOPs & STWs by coordinating with the relevant parties Developing and coordinating upskilling project to fill the skill gap of the factory Process Improvements for ensuring and improving productivity Conducting Training & Coaching Sessions on LEAN, BIQ, Problem Solving, etc. TPM Coordination and monitoring EducationInstitute of Applied Statistics Sri Lanka Applied Statisti...
Business Intelligence
Business Strategy
Project Management
Employed
Full-time / Interested in working remotely
6-10 years
Institute of Applied Statistics Sri Lanka
Applied Statistics
Avatar of 林沿成.
Avatar of 林沿成.
Project Enginner @ASE Technology Holding Co., Ltd.
2019 ~ Present
QA Engineer
More than one year
recommendation -Support to ATV customer audit (Renesas and Toshiba) 3. Assembly HVM team from 2022/03 till now -Qualcomm HVM device yield management and quailty issue handling -Support project for new factory established -New machine buy off planning -Coordinate with cross-department working difficulty SepJun 2011 University degree: Applied mathematics from National Chiayi University. SepJul 2014 Master degree: Applied mathematical - Statistic team from National Chiayi University. Skill Product quality monitor and sampling size definition Product yield management 8D report writing ATV related knowledge (IATF16949 and VDA6.3) Quality control with Five tool (APQP/PPAP
Word
Excel
PowerPoint
Employed
Full-time / Interested in working remotely
6-10 years
國立嘉義大學
應用數學, 統計
Avatar of the user.
Avatar of the user.
DevOps Engineer / Fullstack Developer @Enke Systems
2020 ~ Present
.NET Developer
More than one year
Full Stack Development
Visual Studio Code
Javascript
Full-time / Not interested in working remotely
6-10 years
Moscow State University of Economics
Information Technology Applied Mathematics and Informatics ,Statistics and Informatics
Avatar of YANG MENG-HAN.
Offline
Avatar of YANG MENG-HAN.
Offline
Business Analyst @EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD
2021 ~ Present
Data Analyst/Data Scientist
Within one month
organized workers which off-line scooter should be exchanged battery first. • Built LSTM model to forecast rental demand through user app events understanding the fulfill rate of every operational region. • Assessed parking lot value, consulted which one should be deprecated, where could develop new parking lot service. • Applied Airflow to ensure the stability and accuracy of data. Data Engineer • Breaktime INC. 四月十月 2019 • Crawled articles from different webs and constructed NLP model integrated text-CNN, Logistic, LightGBM, accuracy around 91%. • Analyzed content of articles to calculate content similarity, then recommended readers
python
machine learning
deep learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
台灣大學
生態學與演化生物學研究所
Avatar of Hạnh Lê.
Avatar of Hạnh Lê.
Graduate Research Assistant @Academia Sinica, Taiwan
2021 ~ Present
Research/Research associate
Within two months
find potential new biomarkers for better diagnosis and prognosis of the disease. By using LC-MS analysis to examine different compartments within patients (including portal vein blood, liver, and peripheral blood), I can depict a potential group of biomarkers (sphingolipids). Additionally, a pipeline was established for metabolomic profiling applied to different projects, including exploring the lipid changes in H.Pylori under treatment conditions and cancer pathological comparison. My future goal is to combine metabolomics with other omics analyses to understand how NAFLD develops and the stages for a better diagnosis and treatment. Education National Yang
Metabolomics
LC-MS/MS
Exosome isolation
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Yang Ming University
Biopharmaceutical Sciences
Avatar of the user.
Avatar of the user.
Creative Product Designer @Best Learning Materials Corp.
2020 ~ Present
Designer
Within one month
illustrator
photoshop
Rhino
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
Vanung University
Industrial Management
Avatar of the user.
Avatar of the user.
Senior Data Scientist @PTI 力成科技
2016 ~ Present
大數據分析,資料科學家,資料工程師,AI工程師
Within one month
Data Augmentation for Rare Defect Images
Signal Processing & Recognition
Administrator for Engineering Data Analysis System
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
逢甲大學
Applied Mathematics
Avatar of jinze huang.
Avatar of jinze huang.
資深軟體工程師 @iKala 愛卡拉互動媒體股份有限公司
2022 ~ Present
Front-End Engineer
Within one month
Redux ### Other Tools: * Lexical (for SMS Editor) * ApexChart (for Audience Analysis Charts) * Unlayer (for Email Editor) ## CDP Experience ### Analytics Dashboard Enhancement: * Implemented grouping functionality to organize data effectively. * Developed scrolling loading charts for a smoother user experience. ### Statistics Management: * Implemented reports and dashboards for effective data visualization. * Utilized x-data-grid table for efficient handling of statistics. ### SMS Editor: * Integrated Lexical to create a feature-rich SMS Editor. ### AI Marketing: * Developed AI marketing functions, including a word-cloud
Revision
Software Development
Style Sheets
Employed
Open to opportunities
Full-time / Remote Only
4-6 years
National Chiao Tung University
Master's Degree Electrical and Electronics Engineering
Avatar of Chun Yu, Ko.
Avatar of Chun Yu, Ko.
Deputy Data Team Lead @ALFRED SYSTEMS INC.
2022 ~ Present
數據分析師、資料科學家
Within two months
Chun Yu, Ko Data Scientist, Data Team Lead As a data scientist with over 8 years of experience and a leader of a data team, I have consistently applied scientific methods to optimize and standardize the business decision-making process. My pursuit extends beyond the identity of a data scientist; I am a professional dedicated to exploring knowledge and creating shared value for business. Over the past four years, starting from business analytics, statistics, machine learning modeling, to causal inference, I have successfully built a framework suitable for continuous iteration. I firmly believe that teamwork and passion
R
Python
BigQuery
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
東吳大學
資料科學

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Within one month
Data Scientist
Logo of EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD.
EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD
2021 ~ Present
Taipei, Taiwan
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Data Scientist
Fields of Employment
Work experience
4-6 years
Management
None
Skills
python
machine learning
deep learning
statistics
MongoDB
MySQL
crawler
Github
Linux
MacOS
Google Data Studio
Google Analytics
metabase
Geography
CRM
PostgreSQL
ElasticSearch
BigQuery
Airflow
GitLab
Languages
English
Intermediate
Job search preferences
Positions
Data Analyst/Data Scientist
Job types
Full-time
Locations
Taipei, Taiwan
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
台灣大學
Major
生態學與演化生物學研究所
Print

YANG MENG-HAN

A data lover with over 5 years of experience. I like to live in data. Data always tells stories. I am a translator, explaining to people the language of data. Exploring data from different perspectives makes me see the world especially. This is an essential trait to be a data worker. Sometimes, I am an architect; building algorithms and models lead you to see the company vision you’ve never seen before. If you are looking for an obedient employee, sorry I am not the one. I would be a good choice of a cooperator and a storyteller.

  Taipei City, Taiwan   

工作經歷

Business Analyst  •  EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD

三月 2021 - Present

• Develop an EDM recommendation model (Bias SVD + Xgboost), improving 10% EDM open rate.
• Constructing Salesforce KPI and operation dashboards helped me awarded 2023 best employee.
• The ink forecast model assists product managers in controlling ink procurement.
• Utilize the collage model to assemble a new image from company picture materials based on a description.
• Dump printing volume data from AWS S3 and apply Teams to monitor the data pipeline.

Data Engineer  •  WeMo Scooter

十二月 2019 - 一月 2021

• Evaluated AI routing algorithm and provided advice to the cooperative company on how to improve could achieve the goal we want.
• Adopted Xgboost to calculate the value of off-line scooters, generated exchange order organized workers which off-line scooter should be exchanged battery first.
• Built LSTM model to forecast rental demand through user app events understanding the fulfill rate of every operational region.
• Assessed parking lot value, consulted which one should be deprecated, where could develop new parking lot service.
• Applied Airflow to ensure the stability and accuracy of data.

Data Engineer  •  Breaktime INC.

四月 2019 - 十月 2019

• Crawled articles from different webs and constructed NLP model integrated text-CNN, Logistic, LightGBM, accuracy around 91%.
• Analyzed content of articles to calculate content similarity, then recommended readers related articles to improve the click rate and pageview.
• Interfaced with GA, dumped data to BigQuery then visualized data via Data Studio to help company partners grasping website traffic.
• Advertising optimization, offered the performance and bidding situation of different kinds of advertises to the business department to sell ad slots.

Data Analyst  •  Hower Digital Solution Consultant

九月 2018 - 四月 2019

• Developed user segmentation to build CRM helping client administering their customers.
• Implemented Xgboost to find the most possible purchase customer list and used Cosine Similarity to recommend their interesting product category causing the repurchase rate 4% improved.
• Built exchange rate API compared the current exchange rate with past 30 days then demonstrated exchange recommend rank to users.

學歷

2016 - 2018

台灣大學

生態學與演化生物學研究所

2011 - 2015

高雄師範大學

生物科技

Resume
Profile

YANG MENG-HAN

A data lover with over 5 years of experience. I like to live in data. Data always tells stories. I am a translator, explaining to people the language of data. Exploring data from different perspectives makes me see the world especially. This is an essential trait to be a data worker. Sometimes, I am an architect; building algorithms and models lead you to see the company vision you’ve never seen before. If you are looking for an obedient employee, sorry I am not the one. I would be a good choice of a cooperator and a storyteller.

  Taipei City, Taiwan   

工作經歷

Business Analyst  •  EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD

三月 2021 - Present

• Develop an EDM recommendation model (Bias SVD + Xgboost), improving 10% EDM open rate.
• Constructing Salesforce KPI and operation dashboards helped me awarded 2023 best employee.
• The ink forecast model assists product managers in controlling ink procurement.
• Utilize the collage model to assemble a new image from company picture materials based on a description.
• Dump printing volume data from AWS S3 and apply Teams to monitor the data pipeline.

Data Engineer  •  WeMo Scooter

十二月 2019 - 一月 2021

• Evaluated AI routing algorithm and provided advice to the cooperative company on how to improve could achieve the goal we want.
• Adopted Xgboost to calculate the value of off-line scooters, generated exchange order organized workers which off-line scooter should be exchanged battery first.
• Built LSTM model to forecast rental demand through user app events understanding the fulfill rate of every operational region.
• Assessed parking lot value, consulted which one should be deprecated, where could develop new parking lot service.
• Applied Airflow to ensure the stability and accuracy of data.

Data Engineer  •  Breaktime INC.

四月 2019 - 十月 2019

• Crawled articles from different webs and constructed NLP model integrated text-CNN, Logistic, LightGBM, accuracy around 91%.
• Analyzed content of articles to calculate content similarity, then recommended readers related articles to improve the click rate and pageview.
• Interfaced with GA, dumped data to BigQuery then visualized data via Data Studio to help company partners grasping website traffic.
• Advertising optimization, offered the performance and bidding situation of different kinds of advertises to the business department to sell ad slots.

Data Analyst  •  Hower Digital Solution Consultant

九月 2018 - 四月 2019

• Developed user segmentation to build CRM helping client administering their customers.
• Implemented Xgboost to find the most possible purchase customer list and used Cosine Similarity to recommend their interesting product category causing the repurchase rate 4% improved.
• Built exchange rate API compared the current exchange rate with past 30 days then demonstrated exchange recommend rank to users.

學歷

2016 - 2018

台灣大學

生態學與演化生物學研究所

2011 - 2015

高雄師範大學

生物科技