Product work
Selected Product Case Studies
Case studies from independent product and portfolio work — evidence and status labels, not commercial pitches.
QuantGorilla — Agentic Market Intelligence and Trading Systems Research
Johnny's role: Product architect and agentic systems orchestrator—product requirements, trading-workflow design, risk-control architecture, agent coordination, operator experience, evidence standards, and readiness decisions.
Multi-agent trading operator for Hyperliquid with scanner pipelines, risk gates, mode separation (paper/shadow/soak/live), and an operator cockpit. Research platform — not a profit guarantee.
Key accomplishment: Paper/shadow/soak/live mode separation with operator-visible gate funnel
Parlay Gorilla — Explainable Sports Analytics Application
Johnny's role: AI product architect—sports-intelligence workflows, explainability requirements, product experience, responsible-use boundaries, data requirements, and AI-assisted delivery coordination.
AI sports analytics and parlay research with transparent confidence scores, multi-selection workflows, and explainable analysis — a research application, not a sportsbook.
Key accomplishment: Explainable confidence UX across parlay builder and game analysis surfaces
ZenThink — Safety-Aware Conversational Wellness UX
Johnny's role: AI experience and safety architect—product intent, conversational workflows, safety boundaries, escalation requirements, privacy expectations, and human-centered experience design.
Safety-aware conversational wellness product exploring mood and journal workflows, context-aware AI interactions, escalation design, and non-diagnostic language — not therapy or medical treatment.
Key accomplishment: Safety boundary and escalation architecture for conversational wellness UX