Even Pan
AI Engineer
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.
Projects (click the icon link to the APP)
(Web APP) Face Detecting
Created boundary-box for faces in upload figure, power by open-cv.
Deployed on Heroku/streamlit
(Web APP) 3D mapped data visualization
Visualized Uber passenger data, create a slide bar for time segments.
Deployed on streamlit
(Web APP) Models hyper-parameter tuning
With diabetes dataset, created a model hyper parameter tuning platform
Deployed on streamlit
(Web APP) Todolist
Used flask and flask-alchemy to power a database behind. Real time store and setup modify & delete useage.
Deployed on heroku
Related Courses/ Certification
ITRI Industrial Talent Training Program
2020/9 -> 2020/12 (480hrs training hours)
Focused on Deeplearning technics, building DNN, CNN, LSTM model for regression & classification problems.
Codecademe Path Computer Science
Learned Python, datatype, data-structure, Algorithms, Regex, Crawler
DataCamp Track - Data Scientist
Learned scikit-learn, Data-preprocess, machine learning Pipeline
Work Experience
November 2017 - September 2020
Mechanical Engineer
Flow International
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
Mechanical Engineer
KingTeam Ltd. (久霆股份有限公司)
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.
Education
Yuan Ze University
Mechanical Engineering (Bachelor)
2012 - 2016
Tongji University (Shanghai)
Automation Engineering
2015 - 2016 (exchange)
