I build AI agents and LLM-powered systems that connect to real business workflows, tools, APIs and data. I can help with custom AI agents, OpenAI/Anthropic integrations, tool use, structured outputs, workflow logic, API connections and approval-based actions. What I can help with:

custom AI agents

OpenAI / Anthropic API integration

tool and function calling

structured outputs and validation

API and webhook integrations

approval-gated AI actions

workflow orchestration

debugging and reliability improvements My focus is on practical AI systems that do useful work inside a business process rather than standalone chatbots or experimental demos. If you have a workflow where AI needs to reason, use tools, retrieve data, or trigger controlled actions, I can help design and implement it.