Johnny Fawler
AI Product & Automation Systems Specialist
AI Product Architect & Agentic Systems Orchestrator
Greater Chicago Area · contact@f3ai.dev · GitHub · LinkedIn
Professional Summary
AI product and automation specialist experienced in translating business goals into agentic workflows, product architecture, operational safeguards, acceptance criteria, and evidence-driven release decisions. Directs AI-assisted implementation across applied-AI products involving financial intelligence, sports analytics, wellness experiences, and autonomous operations. Combines product systems thinking with experience in surveillance, investigations, BSA/AML operations, risk analysis, and human-centered technology.
Technical Skills
- Core Competencies
- AI product architecture · Agentic workflows · Automation design · Requirements analysis · Product evaluation · Human-in-the-loop governance · Cloud architecture · Risk controls · Operational design
- Technical Environment
- Python · TypeScript · Next.js · FastAPI · PostgreSQL · Supabase · Docker · Vercel · Oracle Cloud · GitHub Actions · Relevant APIs
Experience
AI Product Architect — Independent Product & Portfolio Work (F3 AI Labs)
Jun 2022 — present · Greater Chicago Area (Independent / Remote)
- Product architecture and agentic orchestration for QuantGorilla market-intelligence systems with paper/shadow/soak/live mode separation
- AI product design for Parlay Gorilla explainable sports analytics with responsible-use boundaries and confidence communication
- Safety-aware conversational wellness product intent for ZenThink with escalation design and non-diagnostic boundaries
- Direct AI-assisted implementation and documentation across F3 AI Labs portfolio products
- Established evidence-first product standards: acceptance criteria, honest status labels, operator-visible state, and readiness gates
Surveillance Agent — Hard Rock Casino
Dec 2024 — Jan 2026 · Gary, IN
- Monitored financial and cash-handling activity in a BSA-compliant casino environment
- Supported fraud/theft/AML investigations and prepared SAR documentation for Compliance review
- Supported CTR reporting workflows and evidence/PII handling under gaming-regulation compliance
- Validated AI/computer-vision alerts against source video, transaction/POS, and access-control records
Selected Product Projects
QuantGorilla — Agentic Market Intelligence and Trading Systems Research(IN DEVELOPMENT)
Paper/shadow/soak/live mode separation with operator-visible gate funnel
Python/FastAPI · Next.js · PostgreSQL · Hyperliquid API · TypeScript · Docker
Parlay Gorilla — Explainable Sports Analytics Application(ACTIVE)
Explainable confidence UX across parlay builder and game analysis surfaces
Next.js · Node.js · Sports data APIs · TypeScript · PostgreSQL
ZenThink — Safety-Aware Conversational Wellness UX(COMING SOON)
Safety boundary and escalation architecture for conversational wellness UX
React Native direction · Next.js · LLM integration · TypeScript
Certifications
- IBM Full Stack Software Developer Professional Certificate
- IBM AI Developer Professional Certificate
- IBM Generative AI Fundamentals
- Google Cybersecurity Professional Certificate
- Google UX Design Professional Certificate
- Architecting with Google Compute Engine
- AWS Certified Solutions Architect – Associate (In Progress)