Projects
AI has bottlenecks. I build the projects that solve them — from giving agents real-world tools to simulating entire AI-driven economies.
AI can’t see packets
On networking projects, my AI agents could write code about packets but couldn’t see them. So I built MCP-Wireshark: now any LLM can capture live traffic, parse .pcap files, and follow streams from inside Claude.
MCP-Wireshark
39From plain-English question → live packet analysis
A real round-trip for one tool call — purple packets carry the request out, the emerald packet carries the synthesized answer back to the user. Hover any node to inspect it.
shell=TrueEnterprise knowledge is trapped in docs
Engineers at SEL have decades of relay testing knowledge — scattered across manuals, test logs, and tribal memory. I’m building a RAG system that turns all of it into instant, AI-powered answers. No more digging through 500-page PDFs.
LLM-Powered RAG for Engineers
AI + Energy
AI sees what humans miss
Markets move on signals humans can’t process fast enough. I built a multi-modal fusion architecture that stacks LSTM over 60 days of price data and fuses it with FinBERT sentiment from financial news — catching patterns no single model could find alone.
ContextQuant
AI + Finance
AI must earn trust before deployment
You can’t deploy AI in security if you can’t prove it works. This ensemble ML pipeline evaluates 48 features to classify phishing websites with 98% accuracy. It won Best Project at UIC Engineering Expo — because trust is earned through rigor.
SecureSense
2AI + Cybersecurity
LLM infrastructure can’t keep up
When every team picks a different LLM, how do you know which one actually wins? I built a high-concurrency Go CLI that races multiple LLMs head-to-head in real time — streaming results in parallel and rendering a live terminal dashboard.
RaceLLM
AI + Infrastructure
What happens when AI runs the economy?
Nobody knows what emergent behaviors appear when you give LLM agents money, markets, and free will. This simulation explores that question — autonomous AI agents trading, negotiating, and evolving inside a dynamic marketplace.
Project Darwin
Coming SoonAI + Economics
This is just the highlight reel.
See everything on GitHub