Taipei, Taiwan
Diving into the data and get insight. Digging out the gold mine within the plain rock energizing me.
Loving to build up the pipeline for my works and make them all automated. Thus, I can focus on building the next high efficient engine.
Loving to transform the model into service as soon as possible. And I understood the total workflow as a full-stack Data scientist.
Created boundary-box for faces in upload figure, power by open-cv.
Deployed on Heroku/streamlit
Visualized Uber passenger data, create a slide bar for time segments.
Deployed on streamlit
With diabetes dataset, created a model hyper parameter tuning platform
Deployed on streamlit
Used flask and flask-alchemy to power a database behind. Real time store and setup modify & delete useage.
Deployed on heroku
2020/9 -> 2020/12 (480hrs training hours)
Focused on Deeplearning technics, building DNN, CNN, LSTM model for regression & classification problems.
Learned Python, datatype, data-structure, Algorithms, Regex, Crawler
Learned scikit-learn, Data-preprocess, machine learning Pipeline
November 2017 - September 2020
Flow Asia - Taiwan branch
* Designed Robotics Waterjet cutting cell system. High precision composite material process.
* Designed Slitting plumbing system for south-east Asia client. Traveled to site for the discussing the work.
* Assisted Japanese colleague implementing Product life-cycle management(PLM) system.
January 2017 - August 2017
Roled as a member in a new section. Drive multi-position
* New Product develop engineer: Modify drawings for MIL standard Reducer. Dimensioning, Outsourcing, setting the standard for the drawings. Also Modify drawings for high pressure piston pump. And some industrial-use safety gears.
2012 - 2016
2015 - 2016 (exchange)
Taipei, Taiwan
Diving into the data and get insight. Digging out the gold mine within the plain rock energizing me.
Loving to build up the pipeline for my works and make them all automated. Thus, I can focus on building the next high efficient engine.
Loving to transform the model into service as soon as possible. And I understood the total workflow as a full-stack Data scientist.
Created boundary-box for faces in upload figure, power by open-cv.
Deployed on Heroku/streamlit
Visualized Uber passenger data, create a slide bar for time segments.
Deployed on streamlit
With diabetes dataset, created a model hyper parameter tuning platform
Deployed on streamlit
Used flask and flask-alchemy to power a database behind. Real time store and setup modify & delete useage.
Deployed on heroku
2020/9 -> 2020/12 (480hrs training hours)
Focused on Deeplearning technics, building DNN, CNN, LSTM model for regression & classification problems.
Learned Python, datatype, data-structure, Algorithms, Regex, Crawler
Learned scikit-learn, Data-preprocess, machine learning Pipeline
November 2017 - September 2020
Flow Asia - Taiwan branch
* Designed Robotics Waterjet cutting cell system. High precision composite material process.
* Designed Slitting plumbing system for south-east Asia client. Traveled to site for the discussing the work.
* Assisted Japanese colleague implementing Product life-cycle management(PLM) system.
January 2017 - August 2017
Roled as a member in a new section. Drive multi-position
* New Product develop engineer: Modify drawings for MIL standard Reducer. Dimensioning, Outsourcing, setting the standard for the drawings. Also Modify drawings for high pressure piston pump. And some industrial-use safety gears.
2012 - 2016
2015 - 2016 (exchange)