Suraj Biswas
Founder and CEO @ Dots-In
Timeline
Delivered food on Zomato → Studied Genetics → Built the world''s only Large Behavioural Model.
Major Milestones: - B.Sc. Genetics, GNIPST. No CS degree. Built the world’s only Large Behavioural Model. - ISI Kolkata: ₹10L grant + ₹3Cr pre-seed. Dual incubated at NSRCEL IIM Bangalore + ISI Kolkata. - 200K+ users. 500M+ behavioural data points. 580 behavioural dimensions. 99.6% personalisation accuracy. - 100+ institutional deployments including Narayana Group. - 3 papers published on arXiv and SSRN. Model card and open-source repo live on Hugging Face and GitHub. - Intel AI Partner. Samsung OEM pilot ongoing. NASSCOM Top 10 Responsible AI.
"Building a Zero Prompt AI that builds your Digital Twin"
I grew up in West Bengal. My father was a house painter. We weren’t poor by the standards of the people around us, but access was always the question. Before Dots-In, I delivered food on Zomato. My first earning was ₹34. I wasn’t doing it as a story — I was doing it because I needed to. That period taught me something that no business school could: that the difference between people isn’t talent, it’s the system they’re operating inside. Some systems accelerate you. Most systems ignore you. I wanted to build the system that finally sees every person as an individual.
Timeline
Delivered food on Zomato → Studied Genetics → Built the world''s only Large Behavioural Model.
Major Milestones: - B.Sc. Genetics, GNIPST. No CS degree. Built the world’s only Large Behavioural Model. - ISI Kolkata: ₹10L grant + ₹3Cr pre-seed. Dual incubated at NSRCEL IIM Bangalore + ISI Kolkata. - 200K+ users. 500M+ behavioural data points. 580 behavioural dimensions. 99.6% personalisation accuracy. - 100+ institutional deployments including Narayana Group. - 3 papers published on arXiv and SSRN. Model card and open-source repo live on Hugging Face and GitHub. - Intel AI Partner. Samsung OEM pilot ongoing. NASSCOM Top 10 Responsible AI.
Top Advice
"Stop optimising for the pitch. Start optimising for the truth of what you’re building. Find the thing only you could have built. Not the thing the market is asking for."
Wish I Knew Earlier
"Losing my father two days after we received our first major grant from ISI Kolkata... The professional challenge that followed was almost secondary — explaining a category that didn’t exist yet."