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AI systems engineering

Designing and shipping AI systems that connect models, tools, memory, product workflows, and evaluation loops.

AI engineering · expert
Python, TypeScript, PyTorch, TensorFlow, FastAPI, OpenAI API, agent runtimes
computatrumtheagentsuitefull-stack-artificial-intelligence-postthe-apisoftware-engineering-after-agentsblock-sparse-attention-with-block-retrieval

I am strongest where model behavior has to become a reliable system: tool interfaces, product constraints, feedback loops, evaluation surfaces, and the runtime around the model.

The recurring pattern across the work is turning broad AI intent into concrete interfaces that can be tested, shipped, and improved.

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