I help product teams integrate LLM-powered features into existing products, from prototype to production.
What's included:
• Architecture review and integration strategy
• Hands-on implementation of AI-powered features
• Testing, evaluation, and rollout strategy
• Documentation and handoff
Best for teams that need senior AI engineering execution without a full-time hire. 15+ years of product engineering experience, most recently at
MetaMask/ConsenSys.
FAQs
LLM-powered search, content generation, summarization, chatbots, agent-style workflows, and custom AI-powered product surfaces. I work with OpenAI, Anthropic, and open-source models.
Yes, this service is designed for teams with an existing product that want to add AI capabilities. For greenfield AI projects, see my Agent Development service.
You get production-ready code, documentation, and a rollout plan. I can also support the first deployment cycle if needed.
I help product teams integrate LLM-powered features into existing products, from prototype to production.
What's included:
• Architecture review and integration strategy
• Hands-on implementation of AI-powered features
• Testing, evaluation, and rollout strategy
• Documentation and handoff
Best for teams that need senior AI engineering execution without a full-time hire. 15+ years of product engineering experience, most recently at
MetaMask/ConsenSys.
FAQs
LLM-powered search, content generation, summarization, chatbots, agent-style workflows, and custom AI-powered product surfaces. I work with OpenAI, Anthropic, and open-source models.
Yes, this service is designed for teams with an existing product that want to add AI capabilities. For greenfield AI projects, see my Agent Development service.
You get production-ready code, documentation, and a rollout plan. I can also support the first deployment cycle if needed.