Ying Tse Lee
Nat Lee
As a software engineer, my primary focus is on back-end development. Additionally, I am passionate about staying up-to-date with emerging technologies and collaborating with teams. I believe that it is important to not reinvent the wheel, but to have a thorough understanding of existing tools and utilize them effectively.
Core Technologies
Python
AI/ML
Django
React
Docker
AWS
PostgreSQL
PyTorch
By the Numbers
A snapshot of my professional journey and technical achievements
> Specialized in AI/ML, Backend Systems, and Data Engineering
Featured Projects
Explore some of my most impactful projects spanning AI/ML, computer vision, and large-scale system development
telepy
A Django-based web application for managing and monitoring the reverse SSH tunnels or jump servers.
django-project-template
A template with many features of Docker, 3rd party login, JWT, websocket, Admin UI and django-q
django-docker-gui
A simple web UI for managing docker images & container with fully functionally terminal.
dev-dock-manager
This is a sandbox manager developed using Django, providing isolated development environments with a suite of base functions and packages for each user on the same machine by using Docker.
Blur-Generator
Generate blur image with 3 types of blur `motion`, `lens`, and `gaussian` by using OpenCV.
openpose-detect-hands-with-heatmap
A simply application for using OpenPose model for detecting hands and showing the visualization with a heatmap.
simply-blur-detector
A simply application for using OpenCV for detecting blur in the image.
GURA-gru-unit-for-recognizing-affect
A simply sentiment classification model that leverages the power of `Bidirectional GRU` and `Self-attention` mechanisms.
simply-nlp-classification-labeling-platform
This is a flask-based simply platform for labeling classification of a text.
Play-QWOP-by-Using-AI-Agent
Use reinforcement learning to play QWOP with python3 by using tensorflow2 and reach the goal!