AI Integration for Web Applications
This is practical software integration work, not AI research — connecting an LLM API to a real application, designing the prompt and system behavior around it, and handling the parts (rate limits, context management, tool calling) that make the difference between a demo and something that holds up with real users.
What I can help with
- An application needs a chat interface backed by an LLM API (e.g. Groq, OpenAI-compatible APIs)
- Prompt design and system-prompt structure for consistent, constrained outputs
- Tool/function calling — letting a model take real actions through your application safely
- Managing conversation context and history sensibly as costs and context windows grow
- General AI agent experimentation and prototyping
Technologies
Groq APILLM APIsPrompt engineeringNode.jsReact
Relevant projects
Certificates
Related reading & listening
Want to add AI to an existing application?
Tell me what you're trying to build and what the model needs to do.
Have a project in mind?
Let's build something useful.
Whether you're looking for a developer, need help with a web application, automation, AI integration, or a blockchain project — or just want to talk technology — feel free to reach out.