Autonomous AI operations for SMBs & startups.

A Canadian micro-lending company needed a credible web presence and short-form video ads for social acquisition.

Built the marketing website demo and the video production pipeline — research, brand extraction, programmatic rendering.

Programmatic video (Remotion, React) over template tools: every frame data-driven, versioned, brand-consistent at scale.

Pitch site delivered — still online. First paid engagement (three TikTok-format video ads) delivered and settled.

A Moroccan guesthouse needed 24/7 operational coverage — bookings, guest communication, channel management — with minimal staff.

Architected the system end-to-end: five specialized agents, defined workflows, single source of truth, PMS integration (HotelRunner API).

Governance-first: agents operate inside explicit guardrails, and sensitive actions require human validation — by design, not as an afterthought.

Pilot delivered end-to-end. The system survives as a reusable template for the hospitality industry.

A one-person business cannot scale content, research and software builds by adding headcount.

Built the factory: a durable daily-brief agent, a mechanical software factory, an automated content line with QA verification, unified memory across six agent harnesses.

Success is never the default: every build phase is born “failed” and earns acceptance through mechanical gates and recorded evidence.

This stack runs my operations today — including the site you are reading.

A CEO and AI agents working together need one shared surface for state, decisions and tasks — not a dozen scattered chats.

Designed the full platform: command palette, kanban, decision log, live agent status — complete design spec on a FastAPI + SQLite backend.

A cockpit, not a chatbot: the human stays the strategist; agents are a visible, auditable execution layer.

Backend in daily production use via CLI. Frontend spec ready for implementation.