Hardcore. Limitless. Tech.
I build agentic AI software for startups and growing companies — where an LLM doesn't just chat, it reasons over your data, calls your APIs, and gets things done.
Agentic AI isn't a feature.
It's the foundation.
Most teams bolt an LLM chatbot widget onto an existing admin panel and call it AI. That's not agentic. I design systems where the LLM is the operating layer — reasoning over your data, calling tools autonomously, taking real action — not just answering questions.
Traditional approach
- 1Build the admin panel & CRUD endpoints
- 2Bolt on an LLM chatbot widget
- 3The LLM has no access to real data
- 4Users ignore the chatbot, click through forms
How I build
- 1Design the agentic conversational interface
- 2Give the LLM tool-calling access to real systems
- 3Agent reasons, acts, and iterates autonomously
- 4Admin panel added only where it earns its place
How every product is built
Foundation Models
Amazon Bedrock, Anthropic Claude, and OpenAI — LLMs as the reasoning core.
RAG
Retrieval-Augmented Generation grounds the model in your actual data, not hallucinations.
Tool Calling
The agent connects to your APIs, databases, and services to take real action.
Agentic Loops
Multi-step autonomous reasoning — the model plans, acts, and iterates to completion.
What I Build
End-to-end software for startups and mid-sized companies — from the first commit to production
Agentic AI Products
LLM-powered agents with tool-calling access to your real systems — not chatbots that just answer questions. Users give intent in natural language; the agent reasons, acts, and delivers. Admin panel optional.
Startup Platforms
Serverless, AI-native infrastructure built for velocity. From zero to production-grade in weeks — LLM-ready from day one, designed to scale without the overhead.
Technical Strategy
LLM selection, agentic architecture, RAG design, and AI adoption roadmaps. Helping founders make the right calls early so the stack doesn't box you in when it's time to scale.
Ready to go agentic?
If you're building a startup or scaling a product and want LLMs at the core — not the edge — let's talk.
Work With Me