WeHelp
王衍霖 (Jay)
Backend developer
Ya Ya Creations
轉職心得
Embrace the challenges, learn from them, keep going and going, knowing that greatness awaits.
學經歷
Backend Node.js Developer 現職
Ya Ya Creations
1 年以下
Web Developer Trainee
WeHelp
1 年以下
my project: video conference web application with hand pose detection
https://jaywang-project.com/
Process and Data Scientist Engineer 現職
Micron
4 年
1. [image process] build image classification CNN model on TensorFlow to search specific defect map, inspection time 90% off per case.
2. [image process] build SEM image process program to get numerical value of crystal size distribution, help to study product lifetime factors.
3. [regression analysis] analyze defect contributors and use regression model to predict defect.
4. [time series analysis] use LSTM model to predict future concentration, take early action to prevent concentration beyond control limit.
5. [process] master of dry bevel, asher, and plating process
6. [process] participate in product new generation transfer from Japan site, improve defect, yield, and product lifetime.
7. [process] publish process optimization paper and specific defect map classification CNN model paper in Micron
8. [process] maximize tool capacity to catch up product ramp up plan
Chemical Engineering M.S.
NCKU
2 年
1. Study on MOF synthesis and application for CO2 adsorption and catalysis
2. Use molecular simulation RASPA package to study theoretical MOF gas adsorption behavior
Chemical Engineering B.S.
NCKU
4 年
我的專案作品
Clone of my favorite video conference application, "ZOOM," enhanced with a hand pose detection model to make your meetings more fun!
我的技能
Backend
Python/ Flask
Node.js/ Express.js
Socket.io
MySQL
MongoDB
Redis
GraphQL
Nginx
Cloud Services
AWS EC2, Load Balancer
AWS S3, RDS
AWS CloudFront
AWS Distributed Load Testing
AWS ElastiCache
GCP BigQuery
GCP Vertex AI
DevOps
Docker
CI/CD (Git Actions)
Load test
Unit test
Git/ GitHub
Frontend
HTML, CSS, JavaScript
React, Redux
WebRTC
TypeScript
Machine Learning
Image classification
Time series analysis
Regression analysis
Natural language process
TensorFlow/PyTorch