I move beyond chat interfaces to build stateful, reasoning agents that execute complex enterprise workflows. Rigorous engineering for the age of probabilistic software.
System Design & Engineering
Designing the brain and the hands of your AI. I build systems that can plan, reason, and interact with your existing APIs.
Designing swarms of specialized agents (Researcher, Critic, Coder) that collaborate to solve complex tasks.
Connecting LLMs to your database, CRM, or internal APIs, enabling the AI to perform "write" actions safely.
Persistent memory architectures so agents remember context across long-running workflows.
Chain-of-Thought (CoT) and ReAct patterns to reduce hallucinations and improve logical reasoning.
Compliance & Observability
AI that acts is useful. AI that explains itself is essential. I engineer trust into the system layer.
Deterministic checks on inputs and outputs to prevent PII leakage, toxicity, or off-topic hallucinations.
Comprehensive tracing of every decision step. Who did the agent call? Why did it make that decision? Stored for compliance review.
CI/CD pipelines for AI using LLM-as-a-Judge to measure answer relevancy and faithfulness before deployment.
Technical gap analysis to ensure your system meets transparency and risk management requirements under new EU laws.
Feasibility & MVP
Stop guessing. I build functional Proof of Concepts in 2-week sprints to validate use cases before you commit engineering resources.
A fixed-cost, 10-day engagement to build a vertical slice of your AI feature.
Feasibility Analysis
Model selection and scope definition
RAG / Agent Construction
Pipeline design and implementation
Private Deployment
Containerized to your environment
Performance Report
Latency, cost, and quality metrics
I'll get back to you within one business day.