AI & automation
AI agents, chatbots & workflow automation
I integrate LLMs and automation into real products: support agents that hand off to a human, internal operations bots, custom chat interfaces and workflow automations connected to your APIs and CRM.
What you get
- AI agent or chatbot experience for web or mobile
- OpenAI, Gemini or other compatible model integration
- Human handoff and escalation flows
- Workflow automation against your APIs and tools
- Secure backend proxy for API keys
- Prompting, guardrails and basic evaluation guidance
Tech & tools
- OpenAI
- Gemini
- RAG
- n8n
- Node.js
- Firebase
- REST APIs
- Webhooks
Frequently asked questions
Can you add ChatGPT to an existing app?
Yes. I connect the model API through your backend, build the chat UI, and handle loading states, errors, conversation history and optional human handoff.
Should the API key live in the mobile app?
No. In production, AI calls should go through a backend or a secure edge function so the key never ships in the app. I set that up for you.
Do you only support OpenAI?
OpenAI is a common choice, but the same architecture works with Gemini, OpenRouter and other providers, and with live chat platforms when needed.