Hire me to implement a practical AI integration, custom automation, or local-model workflow for your product or operations. I work directly with clients on generative AI features, prompt engineering, APIs, and local GGUF models such as Llama 3 and DeepSeek.

You pay for the agreed engineering time and scope. We’ll define the task, data boundaries, delivery environment, and validation approach before implementation.