I'm Co-Founder of Lovelaice and a product leader with 10+ years building across fintech, payments, and compliance. I hold a CFA charter and have led AI product development in highly regulated environments — where AI failures aren't just embarrassing, they're liabilities.

I've watched smart teams make the same mistakes: choosing models based on benchmarks that don't reflect their use case, writing prompts that work in testing but fail in production, and leaving domain experts out of the loop. These aren't edge cases — they're why 80% of AI projects underperform.

Through these failures (my own included), I developed a systematic approach to AI experimentation that puts domain expertise at the center. I teach what I've learned building Lovelaice: how to test, evaluate, and iterate on AI.

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