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Consultant @Startup
2023 ~ 2024
Pre-sales/PM/Business Consultant/Business Analyst/System Analyst
Within one month
Python
Tableau Prep/Tableau Desktop
ETL
Employed
Ready to interview
Full-time / Not interested in working remotely
4-6 years
Fu Jen Catholic University
Brand and Fashion Management
Avatar of Ting Cheng.
Avatar of Ting Cheng.
Mobile Software Engineer @第一網站股份有限公司
2015 ~ Present
Mobile Software Engineer
Within one month
發能力。 2. Android App 從 0 到 1 的建置開發能力。 3. 初階的 iOS App 開發。 4. Docker Container、GCP。 5. Linux、GIT、Jenkins。 6. BigQuery 應用,撰寫 DataFlow (Apache Beam) 處理 ELT data pipeline。 7. Push Notification 使用 Swoole (PHP) 非同步非阻塞進行開發。 Mobile Software Engineer [email protected] 工作經歷 第一網站股份有限公司, Mobile Software Engineer, May 2015 ~ 現在 從
PHP
Linux
Android
Employed
Ready to interview
Full-time / Interested in working remotely
10-15 years
國立高雄大學
資訊管理學系
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Past
Data Engineer @Rooit Inc. (XO App)
2023 ~ 2023
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
Python
Data Analysis
Data Science
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
中國醫藥大學(China Medical University)
臨床醫學研究所
Avatar of 陶俊良.
Avatar of 陶俊良.
資料分析師 Data Analyst @Portto 門戶科技| Blocto
2022 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Portto 門戶科技| Blocto • 九月三 月 2024 Main Responsibilities: Establishing Data Pipeline Exploring new product features and competitor analysis on Dune Dashboard on the EVM User tagging for the Growth team (including Discord bot for monitoring Project details: Data Pipeline Regularly integrating client-side and BE data with external APIs and data collected by bots on Bigquery Establishing a systematic coding data table combined with Slack bot command manual and automatic data replenishment Daily data monitoring with Slack bot Planning client-side (app, sdk js) Amplitude event tracking to maximize data collection Using existing data to
python
R
MySQL
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
臺灣大學
流行病學與預防醫學所 生物統計組
Avatar of Vel Tien-Yun Wu.
Avatar of Vel Tien-Yun Wu.
Data Engineer @Groundhog Technologies Inc.
2021 ~ 2024
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Vel Tien-Yun Wu I bring 5 years of hands-on experience in data engineering and software development, with a focus on building scalable data processing systems utilizing Hadoop, Spark, Kafka and Docker. My expertise in developing efficient ETL pipelines has been fundamental in optimizing data workflows for various data warehouses, enhancing data integrity and availability. My track record includes managing high-volume data pipelines, automating scheduling processes to improve operational efficiency, and deploying monitoring solutions that have reduced Mean-Time-To-Repair (MTTR) by 40%. I have a strong foundation in SQL, especially PostgreSQL, which enables
Git
Python
Scala
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
University of Illinois at Urbana-Champaign, School of Information Sciences
Information Management
Avatar of GISH Shao.
Avatar of GISH Shao.
AI Engineer/系統開發工程師 @中信金控_台灣人壽保險股份有限公司
2022 ~ Present
AI Engineer
Within one month
Python) for Automatic Claim Processor (ACP) - OCR System (Hospital Diagnosis/Receipt) 1. Receipt Recognition ServiceOCR: Successfully improved OCR model accuracy from 80% to 96% in 2023 by integrating current model with Microsoft Azure Form Recognizer output. Seamlessly integrated Microsoft Azure services into our existing Receipt system's data pipeline. Engineered postprocessing data solutions to cater to diverse format requirements from 17 different hospitals. Designed and executed comprehensive unit tests to ensure robustness and reliability. 2. Diagnosis Recognition ServiceNLP/OCR: Continuously maintain and monitor the Diagnosis Recognition service, ensuring optimal performance. Regularly
Python
SQL
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學 National Taiwan University
Business Administration
Avatar of 陳昭儒.
Avatar of 陳昭儒.
Past
Data Engineer @BUBBLEYE | We're hiring!
2021 ~ 2022
Software Enginer
Within one month
standard-1(1 vcpu, 3.75GB memory) Autoscaled up to 122 workers at peak. The data inserted into BigQuery was: Table size:GB Number of rows: 6,268,519,176 Qudowe Project Lead & Software Engineer Product of Pixnet Travel Hackathon 2019, a trip planner based on Instagram's data Work Experience Vpon, Data Engineer Aug 2018 ~ Oct 2020 Implement Akka-http(Scala) server endpoints for Vpon Data Platform Product Create new ETL pipelines using GCP Spark(Apache Spark) and GCP Dataflow(Apache Beam) to batch input/output hundreds of files Migrate existing ETL pipelines from AWS(Hive
Python
ETL
Web Scraping
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Taiwan University
電機工程學系
Avatar of 劉政威.
Avatar of 劉政威.
Sr. Backend Engineer @麻布數據科技股份有限公司
2023 ~ Present
Software Engineer
Within one month
infrastructure as code 經驗: ‧ 使用 Terragrunt 和 Hashicorp 發布的 GitHub projects 管理 GCP infrastructure。 ‧若 Hashicorp 沒有相關的 resources 時,則參考 Terraform Google Cloud provider 文件,自行刻撰 module 並在 Terragrunt 中使用 。 5. Data Engineer 經驗: ‧架設 ClickHouse cluster multi-shards ,處理 1B+ 量級資料。 ‧dbt 開發 , 遵循 best practice 建立 ELT pipeline ,將 data mart 提供給 BI 工具串接,改善 BI 報表查詢體驗。 Data
MsSQL / MySQL
Google Cloud Platform (GCP)
Kubernetes
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立中央大學 National Central University
通訊工程系
Avatar of Viky Aji Siswantoro.
Avatar of Viky Aji Siswantoro.
Functional Application @PT Sinergi Informatika Semen Indonesia (SISI)
2023 ~ Present
Data Engineer
Within one month
Viky Aji Siswantoro Gresik, East Java, [email protected] Viky Aji Siswantoro As a skilled data engineer with expertise in Python programming, data engineering, data analysis, machine learning, and data visualization with Tableau, I offer a comprehensive set of skills to tackle complex data challenges . With a background in data engineering, I have the ability to design, build, and maintain data pipelines, ensuring efficient and accurate data processing. I am proficient in using Python to implement scalable and reliable solutions, leveraging frameworks and libraries such as Pandas and NumPy. In addition to my data engineering
Data Engineering
Data Transformation
Data Analysis
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
Universitas Muhammadiyah Gresik
Informatics
Avatar of the user.
Avatar of the user.
Senior Software Engineer @GGV Capital
2021 ~ Present
Within one month
Java
Flink
Kubernetes/Docker
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National University of Kaohsiung
Electrical and Electronics Engineering

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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