Nuclear Reactor Physics Researcher · Healthcare AI Entrepreneur

Bringing Reactor Physics Precision to Healthcare AI Innovation

Healthcare AI · Academic AI · Nuclear Engineering

Bridging the precision of reactor thermal hydraulics with healthcare AI innovation. Pioneering SuktiAI—achieving 99.7% accuracy in medical diagnostics through physics-informed machine learning.

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Dr. Daya Shankar
IIT Guwahati PhD
5,600+ Prescriptions Processed
99.7% Diagnostic Accuracy
5,000+ Students Taught
SuktiAI Founder
5,000+
Students Taught
99.7%
Diagnostic Accuracy
5,600+
Prescriptions Processed
Live Telemetry
IIT
Guwahati PhD
About Dr. Daya Shankar

Bridging Reactor Physics & Healthcare AI

“

Physics does not forgive imprecision. Neither should your AI. Every model I build starts with first-principles equations — the same rigour that makes nuclear reactors safe.

Dr. Daya Shankar
Research Philosophy

GCP Certified AI Developer

Google Cloud Platform certified — building production AI systems on enterprise-grade cloud infrastructure

SuktiAI Founder

Healthcare AI platform achieving 99.7% diagnostic accuracy in real clinical settings

Nuclear Reactor Physics PhD, IIT Guwahati

Doctoral research in nuclear reactor thermal hydraulics & CFD — the precision foundation of SuktiAI

Physics-Informed AI

Applying reactor physics principles to healthcare AI for unprecedented precision

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Core Expertise

Where Nuclear Physics Meets Healthcare Innovation

A unique combination of skills that exists nowhere else in the world

Reactor Physics & Thermal Sciences

PhD in Mechanical Engineering (Thermal & Fluid Sciences) from IIT Guwahati. Doctoral research on nuclear reactor thermal hydraulics — the rigour foundation for every AI system built.

CFD Simulation Thermal Analysis Safety Systems

Healthcare AI

Pioneering SuktiAI platform with 99.7% accuracy in medical diagnostics. Real deployment across multiple clinics processing 5,600+ prescriptions.

Medical Diagnostics OCR Technology Clinical Deployment

Physics-Informed AI

Integrating fundamental physics principles into machine learning models for unprecedented accuracy and reliability in safety-critical applications.

PINNs Deep Learning Neural Networks

Academic Leadership

Building next-generation STEM education and research programmes. Mentoring future AI and engineering leaders across India.

Curriculum Design Faculty Development Research Excellence
SuktiAI Live Ecosystem

Engineered for Production. Deployed at Scale.

Applying nuclear-grade rigor to real-world software — from statutory payroll compliance and university legal governance to clinical OPD OS and Ayurvedic nutrition.

99.7% Accuracy | 5,600+ Prescriptions Processed | Live Production SaaS

VetanFlow

Payroll · HR

Autonomous payroll & statutory compliance engine for Indian enterprises. Automated EPFO, ESIC, Form 138 registers, and dual-regime TDS computation.

Open VetanFlow

LexDean

Legal · Compliance

AI legal copilot for Indian university leadership. Instant, citation-backed answers on AICTE approvals, UGC regulations, and NAAC accreditation standards.

Open LexDean

AahaarAyur

Nutrition · Ayurveda

Clinical dietetics meets Ayurvedic precision. Intelligent Prakriti/dosha assessment, therapeutic nutrition protocols, and personalized meal charts for practitioners.

Open AahaarAyur

ClinicalFlow

Doctor · OPD OS

Next-generation OPD clinic operating system. 99.7% accurate prescription parsing, Hinglish voice-to-SOAP dictation, and zero-fee dynamic UPI billing.

Open ClinicalFlow
Full SuktiAI Ecosystem
Academic AI

Beyond Healthcare: Tools for Indian Academia

Applying the same physics-first, research-grade rigor to the tools researchers and university administrators use every day

ScholarFlow

AI LaTeX editor for Indian researchers. IEEE, APA, Nature, 50+ journal citation formats — automatically.

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LexDean

AI legal copilot for university administrators. AICTE, UGC, NAAC compliance queries answered instantly.

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Research Methodology

From Physics First to Clinical Deployment

A rigorous 4-step process ensuring every AI model stands on solid scientific foundations

1

Physics Model

Start with first-principles equations — reactor thermal hydraulics, fluid dynamics, heat transfer

2

AI Architecture

Embed physics constraints into neural network design — Physics-Informed Neural Networks for interpretable AI

3

Clinical Validation

Rigorous testing against real prescription data — 99.7% accuracy achieved across 5,600+ patient records

4

Deployment

Clinic-ready software that healthcare providers trust — SuktiAI deployed across multiple facilities in India

Latest Insights

From the Blog

Sep 16, 2026

Academic Governance How Ai Is Changing The Dean Office

In my doctoral research at IIT Guwahati, my focus was centered on nuclear thermal hydraulics and Computational Fluid Dynamics (CFD). In ther…

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Sep 14, 2026

Faculty Management In Indian Universities Where Ai Helps

During my doctoral research at IIT Guwahati, my daily world revolved around non-linear Navier-Stokes equations, multiphase thermal hydraulic…

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Sep 13, 2026

Ugc Regulation Changes 2026 What University Admins Must Know

The regulatory architecture of Indian higher education is undergoing its most radical structural realignment in two decades. With the full-s…

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INDUSTRIAL: SuktiAI Founder RESEARCH: IIT Guwahati PhD EXPERTISE: Reactor Physics + Healthcare AI