What We're Building

A custom-built web application that aggregates real-time pricing data across major retailers, delivering instant product comparisons and market intelligence. The platform combines a high-performance API backend with an automated web scraping engine capable of extracting live pricing from dynamic, JavaScript-rendered storefronts — and a responsive frontend that surfaces actionable insights in seconds.

A novel network security architecture that combines Palo Alto next-generation firewalls with open-source threat detection platforms to deliver enterprise-grade visibility at a fraction of traditional cost. The design leverages hardware TLS decryption and application identification paired with Suricata and Zeek for deep packet inspection and behavioral analysis — a hybrid approach with no published implementation guides at the time of design.

A multi-model AI agent system that autonomously triages, routes, and executes tasks across distributed compute nodes. An intelligent gating pipeline filters and escalates work based on complexity — routing simple tasks to lightweight models and reserving high-capability models for problems that demand deeper reasoning. The result is an autonomous operations layer that runs 24/7 with minimal human oversight.

A distributed monitoring and automation platform that maintains continuous visibility across multiple compute nodes, databases, and services. Automated health checks, database replication, backup pipelines, and service watchdogs ensure uptime and data integrity without manual intervention — with anomaly detection that escalates issues before they become outages.

A graph-based knowledge management platform that captures, connects, and retrieves institutional knowledge across sessions and contexts. The system models observations, claims, and procedures as a structured knowledge graph — with built-in coherence checking, claim maturity tracking, and automated procedure extraction that turns operational experience into reusable intelligence.