LLM Engineering & RAG

Custom implementation of Retrieval Augmented Generation (RAG) systems. I help you ground LLMs (like GPT-4 or Llama 3) in your own enterprise data to reduce hallucinations and improve accuracy.

• Vector Database Implementation
• Prompt Engineering & Evaluation
• Private Model Fine-tuning

Cloud Architecture & MLOps

Building the "plumbing" required to run AI at scale. I design and deploy secure, scalable infrastructure on AWS and GCP using Infrastructure as Code (Terraform).

• Serverless Inference (Lambda, SageMaker)
• Kubernetes (EKS/GKE) for AI
• CI/CD for Machine Learning

AI Strategy & Audit

Cut through the hype. I audit existing AI initiatives for technical feasibility, cost-effectiveness, and security risks, providing a clear roadmap for execution.

Technical Leadership

Interim CTO or Staff Engineer capacity to guide your team through critical phases of delivery. I mentor internal engineers and establish best practices.