Optimization Astro Next.js

Rewriting this Site to Fit Into the Initial TCP Congestion Window

Reducing my personal website from 174KB to under 14KB by switching from Next.js/React to Astro, eliminating framework bloat, and optimizing for the initial TCP congestion window.

Dec 15, 2025 Read More →
Machine Learning Security LLM Adversarial ML Python

Data Poisoning Attacks on Domain-Specific Large Language Models: A Feasibility Study on Legal AI Systems

A comprehensive study examining targeted data poisoning attacks on domain-specific LLMs, testing the constant-threshold hypothesis on medium-sized open-source models using the CaseHOLD legal dataset.

Dec 5, 2025 Read More →
DevOps Arch Linux Ansible Docker Infrastructure as Code AWS

Automating Development Workflow with Docker and Ansible

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

Nov 25, 2025 Read More →
Python Machine Learning Deep Learning Computer Vision Transfer Learning

Training Convolutional Neural Network on Individual Pokemon Cards

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

Oct 12, 2025 Read More →
Python Machine Learning Data Visualization

Predicting the Pokemon Card's Hit Points from its Features

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 Read More →
Next.js React Leaflet Web Development Geospatial OpenStreetMap

Using Leaflet with Next.js to Track Taken Vacation Routes

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 Read More →