Challenging the Status Quo
Creating innovative new ways to build and launch advanced AI
A showcase of 9 functional applications, evolving novel ideas into production products through creative engineering.
18 Agent Teams. One Knowledge Graph.
A massive prototype demonstrating complex multi-agent orchestration, pointer-based token reduction, and real-time behavioral heuristics (Apprentice AI).
Pointer-based context passing orchestrating 18 agents with ~40x less token consumption.
Public roadmaps, AI-generated release notes, and RAG Consumer Chat for feature requests.
"Why did the AI say this?" Narrative plain-English traces detailing exact retrieved context and costs.
A/B testing test-cases across models to right-size cost vs quality in real-time.
The Portfolio Journey
A curated tour through product innovation
The Hook
I take novel ideas and transform them into prototypes that evolve into production products through creative problem-solving and deep industry knowledge. Each application demonstrates real AI integration, live data persistence, and functional workflows, not hardcoded demos.
Enterprise Scale
EasyComm
Enterprise Multi-Channel Communication Platform
A production-grade platform for print and mail service providers. Features dual-mode rendering (semantic vs exact replica), multi-LLM synthesis for compliance, and audience-based pricing calculators.
What This Demonstrates
Product Thinking
- • Identified real user pain points
- • Designed solutions, not just features
- • Made conscious trade-off decisions
- • Measured impact with metrics
Technical Execution
- • Multi-LLM architecture & RAG systems
- • Production-grade full-stack apps
- • Real-time systems & WebSockets
- • Type-safe, well-architected code
Chat with this Codebase
I'm building an interactive RAG agent that will live on this site. Soon, you'll be able to ask implementation questions like "How is the project data structured?" and get answers cited directly from the repo's source code.