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For teams and founders: AI Agent workflow design, business system integration, and full-stack product delivery. Start with the real bottleneck, then ship a product that can be used and improved.

I turn repetitive and fragmented work into clear, reliable systems. Each project begins with the actual workflow, then connects models, tools, data, and human review into a product the team can operate.
I combine enterprise Java delivery with AI product engineering, taking work from problem framing and prototype validation to full-stack launch and iteration.