I help startups, SMEs, and operationally complex businesses modernize how they run — through AI automation, intelligent workflows, AI agents, and engineered software systems built for scale. My focus is operational transformation: replacing manual, fragmented processes with integrated, AI-driven systems that compound efficiency over time. I combine engineering depth with a clear understanding of how businesses actually function — which is why my work tends to land with founders, operators, and agency leaders who need execution that goes beyond writing code. Where I focus: ► AI Agents & LLM Integrations Production-grade AI agents and intelligent systems — RAG pipelines, tool-use, retrieval, evaluation, and guardrails. Built on OpenAI, Anthropic Claude, LangChain, LlamaIndex, and vector databases. Engineered to behave reliably in production, not just demo well. ► AI Workflow Automation & Business Process Automation Designing AI-powered automations across CRMs, internal tools, and operational stacks. Built with n8n, Make, Zapier, and custom Node/Python services. Outcomes measured in hours reclaimed and manual errors eliminated. ► General Software Development & Full-Stack Engineering Production web applications, SaaS platforms, internal tools, dashboards, and API-driven systems. Engineered for scalability and long-term maintainability. Next.js, React, Node, Python, TypeScript, PostgreSQL, Supabase, AWS. How I work: Every engagement starts with a short discovery, a clearly scoped approach, and defined outcomes — not a feature list. I work in structured phases with regular checkpoints, deliver documentation as part of every build, and offer optional retainer arrangements for ongoing iteration after handover. Best fit for businesses that view software and automation as operational infrastructure, not one-off tasks. Engagements range from focused 2–3 week builds to multi-month transformation projects and ongoing technical partnerships. If you're scaling operations, adopting AI seriously, or rebuilding how your business runs — send a short brief. I'll respond with a scoped approach and the questions needed to quote accurately.