About

I'm currently building JIF.AI. I have experience leading teams, and taking products from concept to launch. Proficient in TypeScript, React, Node, NextJS, Postgres, Prisma and Docker and AWS. I have a keen interest in System Design and exploring the potential of LLMs

Skills

React

Next.js

Node.js

tRPC

Tanstack

Docker

Kubernetes

AWS

Primary Stack

Research Work

Infrared Thermal Imaging for Pavement Inspection with Heirarchical Hybrid Vision Transformers

This paper benchmarks CNN models (ResNet50, InceptionV3, EfficientNet-B0, VGG19) and ViT models (ViT-B/16), along with hybrid Heirarchical ViT-CNN architectures (CoAtNet-3, MaxViT), for IRT image based pavement crack detection. The study employs Grad-CAM for interpretability, highlighting model selection for efficient infrastructure maintenance

Enhancing Explainability in Multimodal AI via Chain-of-Thought Driven Knowledge-Infused Neuro-Symbolic Models

This paper presents an explainable multimodal AI framework for depression detection by combining Chain-of-Thought (CoT) reasoning with knowledge-infused neuro-symbolic models. The approach integrates textual, visual, and behavioral data to improve diagnostic accuracy while enhancing transparency in decision-making. By incorporating external knowledge and symbolic logic with deep learning, the model provides interpretable insights into depressive symptoms, making it more trustworthy and clinically useful.