I’ve always been drawn to building things that combine cutting-edge technology with real-world impact. I started with full-stack development, then at Amazon shaped systems that scaled to millions of Alexa users, and later at Jump AI built AI assistants that turned hours of manual work into minutes. What makes me unique is the blend of deep AI/ML expertise, product intuition, and large-scale engineering experience—I don’t just experiment with models, I design and ship systems that are accurate, compliant, and actually loved by end users.
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