Projects

Research

V2X Intrusion Detection for Autonomous Vehicles

A two-stage deep-learning system that flags malicious vehicle-to-everything messages (96.26% accuracy) and then names the attack across 19 types (88.05% F1), small enough to run on a car's onboard unit. Published at IEEE ICCNCT 2026; GSDSEF First Award.

Python
LSTM
Transformer
scikit-learn
AutoGluon

Flagship

CrossWise — Border Ports of Entry Management System

A full-stack app optimizing two US-Mexico border crossings with real-time data and ML-predicted wait times — 50+ REST endpoints, live CBP/weather/maps integration, and an automated retraining pipeline.

Flask
AWS EC2
SQLAlchemy
JWT
scikit-learn
Jekyll
+2

Vibecoded

Illuminati Theme Builder

A VS Code extension theme and a Claude Code theme, both generated from one palette.json by a small Python builder script — the same pattern this site's own theme pipeline later reused.

Python

PowerShell Aliases Toolkit

A small, growing toolkit of PowerShell alias/function management plus a handful of everyday shortcuts — cd jumps to common repos and a one-line YouTube downloader.

PowerShell

Claude Autopilot

A small evolving toolkit for running Claude Code more hands-off: a remapped Copilot key and a scheduler that wakes Claude back up on its own after a set delay.

AutoHotkey
Bash
tmux
WSL

Terminal & Shell Environment Setup

A tuned Windows Terminal + PowerShell setup — custom color theme, the Hack font, and a cleaned-up window chrome — that this site's own terminal-inspired palette traces back to.

Windows Terminal
PowerShell