Projects

Projects and experiments at the boundary of AI and cybersecurity.
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Open Compilations

A static, OneNote-style reference notebook — physics, math, chemistry and sensor notes, each with copyable Obsidian-ready Markdown.

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Learning AI Papers
AI
Education
LLM
Open Source
Transformers
Diffusion
GAN
VAE
ViT
BERT
LoRA
RAG

A paragraph-by-paragraph walkthrough of 11 landmark AI papers — each explanation sits next to a screenshot of the actual PDF page, with interactive visualizations for the…

DoodleCode Studio
Python
Tools
Open Source
Developer Tools

A doodle-powered Python notebook and presentation canvas. Real Jupyter kernel, hand-drawn cards on a pannable surface, presenter mode with pen + highlighter, plain .py file…

Data Science Roadmap
Data Science
Machine Learning
Education
Python
LLM

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…

AddLM — a multiplication-free language model
AI
LLM
Quantization
Transformers
Research

An open experiment in training transformer language models without real-number matrix multiplication — ternary weights plus tropical (additive) attention. At 25 M…

Employee Recall — Persona Continuity with LoRA + RAG
AI
LLM
LoRA
RAG
Knowledge Management

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
AI
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.
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