Developer · ML Researcher · Security Toolsmith · Open-Source Builder
I build things where systems, security, and machine learning collide. From security workflows and CLI tooling to experimental ML research.
Security Engineering
Security workflows, reconnaissance tooling, network analysis, and developer-first security automation.
Machine Learning Research
Training dynamics, optimization, adaptive control, experimentation, and tooling for understanding model behavior.
Developer Tooling
CLIs, desktop applications, automation, local-first software, and tools that make complicated workflows less painful.
Open Source
Building reusable software, publishing Python packages, and collaborating on experimental projects.
Tools for analyzing ML training logs and hyperparameters — built to expose training dynamics, anomalies, and useful signals hidden inside experiments.
An interactive study shell connecting math, code, and experimentation. Explore concepts, run demonstrations, and jump directly into notebooks.
A lightweight command-line toolkit for quickly mapping and analyzing IP information.
- Building security and developer tooling
- Researching ML optimization and training dynamics
- Experimenting with local AI systems
- Publishing open-source tools and Python packages