Giuseppe
Ai Engineer @Ledger Things
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WORK HISTORY
Ai Engineer @Ledger Things
IT
Designed and shipped production AI systems. Beyond prototypes into architectures that handle real operational loads. LUXURY HOSPITALITY - AI Guest Support PlatformImplemented a multi-channel AI support platform for a luxury hotel. Real-time response suggestions, automated info retrieval (spa, dining, weather), and human-in-the-loop approval workflows maintaining hospitality-grade standards.Stack: TypeScript microservices (monorepo, Docker Compose) · TensorZero for LLM routing, A/B testing & prompt optimization (GEPA, MIPRO) · MCP for hotel-specific function-calling · Vercel AI SDK · event-driven webhooks with graceful degradation.Outcome: reduced response times, scaled personalized service without proportional headcount growth. HO.RE.CA - Automated Pricing WorkflowEnd-to-end agentic workflow automating price updates for a hospitality & food service company. Eliminating manual data entry and improving consistency across product lines. AGENTIC MARKETING TEAMMulti-agent system managing editorial plans across social, email, and media for a small business. Handles content scheduling, brief generation, and channel adaptation autonomously with human review gates. WEB3 × AI - x402 Payment POCBuilt a POC agentic payment system on the x402 protocol, an HTTP-native open standard that lets AI agents pay for API access instantly via stablecoins, with no accounts or API keys. Explored the full agentic payment loop: agent receives HTTP 402, pays autonomously, retries and gets access. OPEN SOURCE - clawstrapAuthor of clawstrap - github.com/peppinho89/clawstrap - CLI that scaffolds production-ready AI agent workspaces. Built on 5 principles: file-first persistence, approval-first workflow, quality gates, governed subagents, binary decision architecture.Stack: NodeJs · TypeScript · TensorZero · Vercel AI SDK · MCP · LangChain · Docker · Prompt Engineering · Agentic Systems · PostgreSQL · Drizzle · BullMQ · Azure (bicep) · Hono · Bun · React · Viem · Wagmi
EDUCATION
Università degli Studi di Bari
Laurea triennale, Informatica
I.T.C. Salvemini - 72015 Fasano (Br)
Diploma di Maturità, Ragioniere perito commerciale e programmatore
SKILLS
ABOUT GIUSEPPE
I\'m a Senior Software Engineer and AI Engineer with 10+ years of experience building full-stack systems.My background spans.NET, Node.js, and TypeScript, Rust, Solidity, with deep experience in blockchain architecture and DeFi systems. Including AMM design and decentralized protocol integrations. Working in environments where trust, transparency, and fault tolerance are critical has shaped how I approach system design.Today, my focus is on building AI systems that move beyond prototypes and actually operate in production.I design and ship LLM-powered applications where agents do real work, orchestrated systems with observability, human-in-the-loop workflows, and reliability as first-class concerns.In the last year I\'ve built- An AI-powered guest support platform for luxury hospitality, using multi-model routing (TensorZero), prompt optimization (GEPA, MIPRO), RAG pipelines, and full-stack web/mobile delivery- A fully automated, end-to-end pricing workflow for a Ho.Re.Ca company, integrating data pipelines and decision systems- An agentic, multi-channel marketing system operating autonomously across editorial planning and content distribution- An agentic payment system on the x402 protocol, enabling AI agents to autonomously pay for API access via stablecoins (HTTP 402 flow, payment execution, retry orchestration)- clawstrap: an open source CLI for scaffolding and run production-ready AI agent workspaces, with support for orchestrations, local dev workflows and extensible agent patterns.I’m particularly interested in the convergence of AI and Web3, where agents become economic actors, capable of transacting, coordinating, and operating independently.Most of my work sits in the gap between “AI demo” and “AI system that runs reliably in production.” That gap is where systems break and where I focus.If you\'re building something complex in AI, Web3, or both, feel free to reach out.
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