Juan Amorosi

AI Product Engineer and Systems Architect with 3+ years designing, shipping and operating AI-first products end to end: product thesis, architecture, implementation, deployment, observability and iteration. Founder of Amorosi Labs, running multiple live products in production (news platform, marketplace, WhatsApp AI assistant, narrative engine). Specialised in LLM orchestration, agentic systems, RAG pipelines and evidence-grounded automation on top of a full-stack Python/TypeScript foundation.

Track record of hard, measurable outcomes: ~90% AI cost reduction through role-based multi-model routing, 77K+ LOC production platform, and grounding validators that block hallucinated stock, prices and delivery claims. Comfortable owning ambiguity, constraints and limited resources, and turning them into systems that keep working after the demo ends.

Founder & Systems Architect - Amorosi Labs

(2023-01)

Solo founder-engineer operating an AI-first product studio: AI agents as force multipliers, architecture and verification human-owned.

• Designed, shipped and operated multiple AI-first products from zero to production across media, marketplaces, conversational agents and orchestration systems.
• Cut AI operating costs by ~90% on a production news platform by designing role-based model routing selected through a structured 8-model evaluation arena.
• Built and shipped a 77K+ LOC production media platform (BBN) with multi-LLM editorial automation, 6-dimension dynamic scoring, temporal decay ranking, breaking-news detection and human override controls.
• Architected agentic systems with RAG, embeddings/rerankers and tool-first controls for deterministic actions, including blocking grounding validators that prevent invented stock, prices or delivery claims.
• Delivered API-first services, containerised deployments, CI/CD pipelines and cloud/GPU workloads on Docker, Dokploy, Cloudflare, Azure and RunPod.
• Owned the full loop end to end: product thesis, architecture, implementation, deployment, observability and iteration, plus commercial discovery and operations.
• Lead an independent research track on neuro-symbolic reasoning architectures (Amorosi-HRM), published as a public blueprint and multilingual research portal.

Solutions Architect / Independent Consultant - Delify, Codes4All and direct clients

(2023-01 - 2025-01)

• Built and operated a founder-owned e-commerce platform (Delify) for real businesses, including payment integration and Argentine regulatory compliance (RNE/RNPA labelling, customer operations).
• Delivered client automation and AI systems, including INMO-BOT, a WhatsApp AI lead-qualification agent for a real-estate client.
• Worked across commercial discovery, implementation and operational constraints rather than isolated feature delivery.

Full-Stack Web Developer - Web Development - Argentina Programa 4.0 (#YoProgramo) · INTI (2023-01)

Software Development Studies - Software Development - IFTS 29

University Course - Web Design Tools - National Technological University (UTN)