Projects

Customer discovery and problem validation through interviews in aerospace MRO.

Variant of Legion optimized for offline/air-gapped deployment with local tooling, wheel caching, and idempotent scripts for secure, disconnected operations.

Portus manages services on a local network. It uses CoreDNS for domain name resolution and Zoraxy as a reverse proxy to route traffic. The system provides a web dashboard for control. DNS stands for Domain Name System, which translates names to addresses. Reverse proxy handles requests and forwards them. This helps developers manage local apps without complex setups. It supports authentication for security.

ImageScan is a command-line tool that scans directories for images, sends them to an AI vision model, generates keywords, and renames files. Vision models are AI systems that understand images like humans. This helps organize photos for search or machine learning training. It supports formats like PNG and JPG. Users can preview changes before applying. This saves time on large collections, where manual tagging takes hours.

Academic research in quantitative finance with volatility-aware algorithms and systematic evaluation frameworks.

Funding strategy for on-prem pilot validation in Kansas aerospace.

Apple-Silicon-optimized adapter mixing with fused kernels for efficient AI adaptation.

Multi-agent dev system with prompts, guards, and CI gates for reliable code generation.

Event presence and targeted outreach at defense supply chain event.

MLNavigator is an on-premises AI tool for aerospace and defense maintenance, repair, and overhaul (MRO). It runs locally on your hardware to avoid cloud risks. The system uses adapters to check engineering drawings against rules. It logs every step for audits. Benefits include reduced errors in document reviews and faster compliance checks. No internet needed, so it fits secure environments like those with ITAR restrictions. ITAR is a U.S. rule for controlling defense tech exports. This tool helps teams in regulated industries work more efficiently without data leaving the site.

Legion manages AI agents in layers. Agents follow strict rules to avoid errors. It uses vector databases for memory and SQL for data. Tasks get scheduled by priority. Discord bots and a web interface let users interact. Logs track everything in JSON. This setup coordinates agents without chaos, useful for team workflows. Orchestration means controlling multiple parts to work together. Vector databases store data by meaning, not just words. This keeps agents smart across conversations.

Product compliance mapping, controls library, and standard crosswalks for regulated industries.

B2B site positioning and conversion for aerospace buyers with plain-language and performance.

E-commerce business specializing in custom engraved gifts including bottle stoppers, tumblers, and coasters. Offered personalized gift planning and packages.

Delaware C-Corp setup, equity hygiene, and IP assignment templates for founders.