I deploy complex AI architectures.
AI Software Developer.
AI Software Developer.
IN DEVELOPMENT
My own AI model — fine-tuned from an open-weight base and self-hosted — that my products will run on instead of a third-party API. Built with an evaluation harness to measure and improve it.
Monitors clinical-trial registries and the medical literature for any pediatric cancer, then surfaces matching trials, the researchers running them, and verified contacts — with a daily digest and near-real-time alerts when something new is published. Built so no AI-invented data ever reaches a family: every result is tied to its source.
Paste a public GitHub URL and get an automated map of the project — what it does, how the pieces fit together, and where to start.
Ingest dense legal policies and instantly extract hidden liabilities. The AI parses the agreement and generates a risk-assessed, executive-ready summary.
| Year | System | Architecture | Link |
|---|---|---|---|
| 2026 | Security ScannerNode.js · OpenAI API | Node.js · OpenAI API · 19 flaw classes | Private |
| 2026 | Your Life in WeeksJavaScript · Canvas API | JavaScript · Canvas API | View → |
Engineering Notes
Designing for the False Negative
In legal extraction a missed clause costs more than a wrong one — so Contract Explainer optimizes for recall and makes every flag cite its source.
Signal Over Noise
Why I built a 20-flaw answer key before trusting my security scanner, and why it runs on the machine that owns the data.
The Cost of a Dependency
The decision record for self-hosting Cobalt instead of renting a frontier API — control and data boundary versus raw capability.
Based in the NYC metro area, I am an AI Application Engineer. I build complex AI systems from the ground up.
My path to engineering wasn't standard. I served in Marine Corps infantry before earning a Master's in Public Policy from Northwestern. That background hardwired me to build systems that actually survive contact with reality—optimizing for strict reliability and execution over clean theory.
I use AI to build software, but I don't just prompt and pray. I dictate the system architecture, manage the complex logic, and use LLMs to write the underlying code faster than a traditional team could. I treat AI as a tool to scale my output, but I retain absolute control over the infrastructure.
Status: Developing Cobalt
Let's Build.