Mario Scs

I build and lead products, automations, and systems with AI agents. My work involves turning an idea into something functional: defining requirements, breaking down the project into tasks, coordinating agents, testing results, documenting errors, and directing necessary iterations until the system truly works. I don't present myself as a traditional developer writing every line from scratch. My value lies in functional direction, problem-solving, QA, product vision, and the practical use of AI to build faster. Some projects I work on: • StreamA: A lead generation engine that locates businesses, generates web previews with AI, prepares personalized communications, and classifies responses. Built with Python, Google Maps, various AI models, Mailjet/Gmail, IMAP, Streamlit, and PWA. • Coretree: Operations SaaS for SMEs and clinics with CRM, inventory, suppliers, team management, accounting, and dashboards. Built with Next.js, React, Supabase/Postgres, Drizzle, Stripe, and Vercel. • Shared UI: Proprietary library in TypeScript with reusable WebGL and Canvas effects for creating visual web experiences. • Notion ↔ PC Bridge: Orchestration infrastructure between cloud agents and local machines using jobs, workers, validations, and diagnostics. I also have over three years of public-facing experience in sales, team coordination, and client management. This experience allows me to understand both the technical side and the real needs of the user and the business. I am looking for opportunities in AI operations, automation, digital product, QA, technical support, and technology project coordination. Madrid · Available for contract and projects GitHub: github.com/mariosanchezcampins