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I help teams design for complex systems by translating messy qual + quant data into actionable stories, insights,
and frameworks.
CURRENTLY—
I'm building the next generation of digital tools for learning at Cogsolo, centered around AI-driven personalization.
PREVIOUSLY—
I’ve partnered with organizations like Google, Intuit, and the World Bank, and built my academic foundation at Harvard, MIT Media Lab, and the National Institute of Design, India.
Questions that stayed with me—
and the work they inspired
How can we better serve the evolving needs of small businesses at scale?
Scaling self-serve support to grow SMEs in Latin America & India
FINANCE-ADJACENT (SME GROWTH) • QUALITATIVE • APPLIED SYSTEMS THINKING • ACTIONABLE FRAMEWORKS
What drives confidence in a decision you can't verify until years later?
Omni-channel experiences across health, life, and motor insurance in India
FINANCE • QUALITATIVE • APPLIED SYSTEMS THINKING • JOURNEY MAPPING
How can we design AI-driven learning tools that challenge us instead of coddle us?
AI for deeper learning without losing "productive struggle"
How can Human-Cetered AI shift power dynamics within patriarchal families?
CARENATAL • COMING SOON
Community-led care to empower pregnant women in India
HEALTHCARE • ETHNOGRAPHY • QUALITATIVE RESEARCH • PRODUCT MANAGEMENT
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