Current Projects

Building AI orchestration systems. Multi-LLM coordination, consensus engines, production-grade implementations. Same principles that kept platforms running 20+ years—applied to AI that actually works.

Guardian — Personal Superintelligence

2024-present

Multi-LLM orchestration system coordinating Claude, GPT-4, Gemini, and local models. Routes queries to optimal model based on task type. Aggregates responses across models for consensus. Context persistence with PostgreSQL + ChromaDB. Proactive intervention based on pattern detection. Session continuity across conversations.

FastAPI • Next.js 14 • PostgreSQL • ChromaDB • multi-LLM integration

DecisionForge — Multi-LLM Debate Engine

2024-present

Novel AI system using multiple LLMs to debate complex decisions. Each model argues different perspectives, challenges assumptions, identifies blind spots. Generates decision matrices with weighted criteria. Used for technology selection, architectural trade-offs, strategic business decisions.

Multi-model orchestration • Structured debate format • Consensus synthesis

This Week Eats — AI Meal Planner

2024-present

AI-powered family meal planning. Learns preferences, dietary restrictions, budget constraints, cooking skill levels. Handles picky eaters, allergies, ingredient substitutions. Automated shopping list aggregation. Recipe scaling for household size. Multi-family accounts with shared recipes.

Next.js • Python • OpenAI API • Preference tracking

eRAIL Track & Trace — Rail Logistics Platform

Technical Architecture • Consulting

Enterprise rail logistics platform tracking thousands of rail cars across all major US carriers. Real-time Union Pacific and BNSF API integration. Geospatial routing using 11GB US rail network data. 95% storage reduction through intelligent deduplication. Sub-3 second performance on 10,000+ point routes.

Next.js • PostgreSQL • Redis • Multi-carrier API integration

Destiny Identifier — Personality Assessment Platform

Product Strategy • Consulting

Personality and spiritual assessment platform helping people discover their natural design and life direction. Seven-type G-I-F-T framework for understanding personality patterns. Technical strategy and platform development for church and educational markets.

Assessment platform • Educational technology • Market positioning