Aram Barnett

AI operating system for vertical-drama content production — script breakdowns to crew sourcing.

• Architected and personally built the multi-agent pipeline (Gemini) turning unstructured scripts into validated budgets, schedules, cast/shot lists, and scene breakdowns — evals check outputs against test sets for budget and shot-list accuracy, guardrails enforce union-rate floors so generated payments never fall below union minimums, retrieval spans web/local search and SAG rate data, and memory persists context between tool calls.
• Built the enrichment engine producing 2,900+ creator profiles from raw agency rosters — photos, stats, scoring, media kits — refreshed nightly at ~$40/run.
• Cut cloud cost ~80% while improving processing speed ~90%; instrumented AI spend, attributed 95% of it to one unwatched workload, and rebuilt pricing to a 97% gross margin.
• Designed an internal agent organization — 15 runbook-driven agent roles across engineering, QA, design review, content, and ops — letting a 3-person team ship like 20, with overnight runs and 6am status reports.
• Own end-to-end delivery daily: architecture, API design, prompt engineering, data modeling, UI/UX, Stripe usage-based billing, deployment, and code review.

• Venture-backed Web3 product studio ($1M raised, managed to plan); built blockchain-integrated 3D applications (Unity, Solidity, Web3.js); scaled a global contractor marketplace to 160+ developers in under 30 days.

• Designed and shipped a low-gas NFT standard adopted across the developer ecosystem; led 20+ engineers to ship a dynamic-NFT Web3 game; built cross-chain proxy APIs and developer tooling.

• Play-to-earn gaming infrastructure; backend handled 100K+ requests/minute at 99.8% uptime; grew Discord-bot downloads +60% MoM to 40% retention; fielded multiple acquisition offers.

• Built data-collection tooling for AML/blockchain-attribution systems; gamified analyst workflows, cutting cost ~15% and raising collection rate ~50%; ran a global team of 15 with KPI dashboards (MySQL, GCP, Airflow).

• Built 0→1 ventures at a NYC startup studio (mobile collectible game + 4D-hologram companion hardware); designed a permissioned Hyperledger Fabric network across 70+ universities; led technical diligence for the studio's blockchain investment arm.

• Token-scoring models across 1,100+ crypto assets (hundreds of data points per asset); grew 0 → 10,000 MAU; led acquisition and partnership conversations with major financial companies.