MyAgent
An AI chatbot that answers questions about my background, experience, skills, and project work — deployed on Hugging Face Spaces and embedded into this site.
My writing on topics that interest me.
An AI chatbot that answers questions about my background, experience, skills, and project work — deployed on Hugging Face Spaces and embedded into this site.
A week-long detour into building a chatbot for my career page that became something else — and what it suggests about the shape of the web to come.
What happens when you stop prompting a model to behave a certain way and start building that behavior into the model itself.
On legacy knowledge management, the limits of RAG, and what healthy compression looks like for the knowledge worker in 2026.
Artificial intelligence, machine learning, and the systems that make emerging capabilities usable in high-consequence environments.
Connecting systems, data, and organizations so they work together reliably.
Retrieval-Augmented Generation — grounding language model output in retrieved evidence rather than parametric memory.
UMBC Data Science capstone, Spring 2026. Demo-ready.
Thoughts on software development, buy, vs build, and integration.
I believe technology is never neutral. Here's how I think about systems, judgment, and human agency—and why I value rigor over novelty.
My knowledge workflow is inspired by Zettelkasten—linked, atomic notes in Obsidian, published via a custom Astro pipeline.
Small, single-purpose notes that capture one idea clearly—the building blocks of a Zettelkasten-style knowledge system.
Astro is a modern web framework for building fast, content-focused websites with islands architecture and minimal JavaScript.
Thoughts on information, data, knowledge, and how we process and use information.
Thoughts on systems thinking, complex systems, and systems design.