1. johnjli
johnjli
  • Using Leaflet with Next.js to Track Taken Vacation Routes
  • Automating Development Workflow with Docker and Ansible
  • Predicting the Pokemon Card's Hit Points from its Features
    • 1. Data Collection and Preprocessing
    • 2. Feature Engineering
    • 3. Exploratory Data Analysis
    • 4. Transforming, Scaling, and Fitting the Data
  • Training Convolutional Neural Network on Individual Pokemon Cards
    • Understanding the Data
    • Understanding the Hardware and the Timeframe
    • Why EfficientNetV2-B0?
Categories
All (4)
Ansible (1)
Arch Linux (1)
AWS (1)
Computer Vision (1)
Data Visualization (1)
Deep Learning (1)
DevOps (1)
Docker (1)
Geospatial (1)
Infrastructure as Code (1)
Leaflet (1)
Machine Learning (2)
Next.js (1)
OpenStreetMap (1)
Python (2)
React (1)
Transfer Learning (1)
Web Development (1)

Automating Development Workflow with Docker and Ansible
DevOps
Arch Linux
Ansible
Docker
Infrastructure as Code
AWS

How I built a robust, disposable development environment using Arch Linux, Ansible for configuration management, and Docker Dev Containers for project isolation.

Nov 25, 2025

Training Convolutional Neural Network on Individual Pokemon Cards
Python
Machine Learning
Deep Learning
Computer Vision
Transfer Learning

Using deep learning and transfer learning to identify specific Pokemon cards from the Scarlet & Violet series

Oct 12, 2025

Predicting the Pokemon Card’s Hit Points from its Features
Python
Machine Learning
Data Visualization

A machine learning project that predicts the hit points (HP) of Pokemon cards based on their various features using Python and data visualization techniques.

Sep 21, 2025

Using Leaflet with Next.js to Track Taken Vacation Routes
Next.js
React
Leaflet
Web Development
Geospatial
OpenStreetMap

Building an interactive map application to track and share travel routes across Taiwan, Korea, and Japan using Next.js, Leaflet, and OpenStreetMap

Sep 2, 2025
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