ABOUT ME

Hi, I'm Amit, based in Sydney, Australia. I drove data science impact at high-growth companies and now focused on real-world challenges in LLM UX.

PROJECTS

LLM UX Experiments

Prototyping interaction patterns for LLM-driven products. Focused on behavioral UX, user trust, and pacing.

Analytics Leadership

Built analytics systems and led data science initiatives at high-growth product-led companies. Focused on product analytics, experimentation, and growth.

Startup Advisory / Infra Tooling

Advised early-stage startups on data strategy, metrics modeling, and infra setup. Emphasis on fast feedback loops and high-leverage analytics.