I integrate GPT-4, Claude, Llama, and other large language models into production applications with proper guardrails, cost optimization, and enterprise-grade reliability.
OpenAI
Complex reasoning, code generation
Anthropic
Long context, nuanced analysis
Meta
Open-source, self-hosted
Mistral AI
Fast inference, cost-effective
Multimodal, enterprise
Beyond Q&A chatbots that take actions, update databases, and integrate with your systems.
Retrieval-Augmented Generation for enterprise knowledge bases with semantic search.
Hallucination detection, content filtering, and compliance-ready deployments.
Smart model routing, caching, and fallback strategies to minimize API costs.
LLMs are not plug-and-play. Getting them to work reliably in production requires:
I bring 2+ years of production LLM experience. I've seen what breaks and know how to prevent it.