Michael Ambel

Production AI app-builder: prompts become deployed full-stack apps. Owned product workflows and platform engineering together - how users build, preview, and publish, and the systems behind it. Cut LLM cost 67% per step, built multi-agent AI Employees with Slack + ElevenLabs connectors, ran a live Stripe migration, and owned builder reliability on cloud sandbox infrastructure.

Agentic SEO platform: AI agents research keywords and rewrite site content. Shaped the product around a hard human-approval boundary - the agent proposes, humans publish. Built the WordPress plugin and one-click connect, per-post revision history, in-chat agent approval, and MCP tools consumed by Claude, ChatGPT, and Cursor.

Joined as a full-stack engineer and grew into end-to-end product ownership: shaped research workflows, translated requirements into features, and owned decisions from idea through production. Multi-tenant SaaS for AI-driven market research and survey analytics. Built the full survey engine, advanced analytics dashboards (cross-tab, correlation, TURF, heatmaps), Stripe billing, RBAC, OAuth, and the marketing site with Strapi CMS.

AI career engine. Paste a job posting, get a tailored resume, cover letter, and pitch in under 2 minutes. Multi-step NLP pipeline with job parsing, profile matching, and multi-platform output generation.