Problems I'm Working On
The questions I keep returning to — across applied AI, institutions, and the infrastructure that shapes how people live.
Applied AI
How do emerging AI capabilities translate into real-world impact — in healthcare, governance, and everyday commerce? These are not just technical problems. They require institutional design, trust-building, and context-specific deployment.
Healthcare
How can voice-based and conversational AI improve healthcare access in low-literacy populations? What does responsible deployment look like when patient data meets AI interfaces? How do you build AI tools that work within the constraints of India's fragmented healthcare system?
More detail coming soon. Get in touch if you're working on this.
Governance
How do governments and regulated institutions build genuine capacity for AI adoption — not just technical training, but organizational readiness, governance frameworks, and change management at scale? What does responsible AI adoption look like in public institutions with legacy infrastructure and accountability constraints?
More detail coming soon. Get in touch if you're working on this.
Retail & Consumer Goods
How do consumer brands use AI to build deeper market understanding and accelerate go-to-market decisions — especially in complex, multi-market contexts?
More detail coming soon. Get in touch if you're working on this.
Finance
To be added.
More detail coming soon. Get in touch if you're working on this.
Elder Care
How can AI tools improve coordination and quality of care for elderly populations — particularly in the context of NRI families managing parents' healthcare across distance and fragmented providers? What's the right balance between technology and human care?
More detail coming soon. Get in touch if you're working on this.
More Coming Soon
Other problem areas I'm actively thinking through — on Human-Computer Interaction, Mental Health & Neuroscience, and Institutional Change — will be added here.