About

Sam Banerjee

I’m an AI and software engineering consultant who helps organizations design and deliver production-ready AI systems. I specialize in translating complex machine learning ideas into scalable, reliable solutions that work under real-world constraints.

My focus spans AI architecture, applied ML, and system design, with an emphasis on model behavior, generalization, and operational risk. I work end-to-end—from problem framing and technical strategy to execution and deployment—bringing clarity, rigor, and pragmatism to AI initiatives.