AI Product Engineer & Technical Founder — I build AI-powered products from zero to production.
15+ shipped products. 7,100+ GitHub contributions in the last 12 months.
What I'm building
Bloom — AI-powered revenue discovery for service businesses. Satellite measurement, AI proposals, Bloom Intelligence email personalization. TypeScript/Next.js
Alpaka — Value chain intelligence for real estate. Scope 3 carbon emissions ML modeling, supply chain optimization, vendor management. Python ML + TypeScript
Case Pilot — Open-source AI agent that monitors court cases on Tyler Tech, tracks deadlines, analyzes legal theory, and drafts filings autonomously. Python, Claude API
Ready Text — Waitlist texting & customer alert platform for restaurants and businesses. Live SaaS with paying customers. Laravel/PHP
MCP-Guard — Security proxy daemon for MCP servers: auth, rate limiting, PII detection, permissions, audit logging. TypeScript
How I build: The PICE Framework
I developed PICE (Plan → Implement → Contract-Evaluate) — a structured methodology for AI-assisted engineering that uses:
- Contracts between human and AI defining "done" before any code is generated
- Dual-model adversarial evaluation — Claude evaluates contract compliance, GPT challenges the design approach. Different model families = different blind spots.
- WISC context management — Write, Isolate, Select, Compress — for managing the most precious resource in AI-assisted development
- Tiered evaluation rigor scaled to change risk
Read the framework: github.com/jmolz/pice-framework
Tech stack
Languages & Frameworks: TypeScript Python Next.js FastAPI Laravel Django React
AI/ML: Claude API OpenAI API Multi-Agent Architectures MCP Servers LLM Orchestration RAG Pipelines Embedding Models Rerankers scikit-learn Computer Vision
Model Deployment & Infrastructure: Self-Hosted Open-Weight Models Quantized Models for High-Throughput ETL Full-Weight Models for Deep Analysis RunPod GPU Docker-Based Model Serving Secure Closed-Environment Inference
Infrastructure: Docker PostgreSQL Supabase Redis CI/CD
The numbers
- 7,100+ contributions in the last 12 months
- 15+ products built from zero to production
- 4 companies co-founded with technical leadership
- 2,900+ commits on Alpaka alone
Previously
15 years of B2B SaaS leadership (VP/SVP/CSO) at companies including 24/7 Software and CleanAir.ai — which means I don't just build AI systems, I understand why they matter and how they create business value.
MBA — Nova Southeastern University
BSBA, Entrepreneurship — University of Central Florida