Projects

Projects and experiments at the boundary of AI and cybersecurity.

Data Science Roadmap

A 31-module open-source data-science course — from Python basics through transformers, diffusion, and production LLM workflows. Free, MIT-licensed, every notebook one click…

Employee Recall — Persona Continuity with LoRA + RAG

An AI system that captures a departing employee’s writing style and historical knowledge using LoRA fine-tuning plus retrieval, enabling persona continuity for their…

AI × Security Notes

Machine Learning

Cybersecurity

An evolving notebook of experiments and ideas at the boundary of machine learning and cybersecurity.

Attack-Centric Framework (ACF)

Cybersecurity

Framework

Zero Trust

A defensive framework that re-orients cybersecurity strategy around attacker behavior rather than compliance checklists.

Categories

Data Science Roadmap

Employee Recall — Persona Continuity with LoRA + RAG

AI × Security Notes

Attack-Centric Framework (ACF)