Imagination Trumps Knowledge! 

A collection of things I've built, spanning AI agents, full-stack products, and ongoing research alongside my professors.

VeQRA: Visual Earth Query Assistant
Chatbot

VeQRA: Visual Earth Query Assistant

An offline multimodal question-answering bot that lets you query and reason over satellite imagery using natural language, without relying on internet connectivity.

  • VLM
  • RAG
  • Geospatial
ToolMaster: Agentic QA Engine
Agents

ToolMaster: Agentic QA Engine

An agentic question-answering engine built for DevRev at Inter-IIT 2024 that dynamically plans, selects and composes tools to resolve complex user queries end to end.

  • LLM Agents
  • Tool Calling
  • NLP
Arxiv Insights
Product

Arxiv Insights

A research companion that ingests recent arXiv papers and distills them into clear summaries and key takeaways, so you can grasp the core of a paper without reading every page.

  • NLP
  • Summarization

Research Work

Blind Confidence: Gender and Racial Bias in VLM Predictive Certainity

Ongoing
Prof. Rajesh Sharma · University of Tartu, Estonia

Proposed a targeted image-pair framework and the Race-ECE metric to evaluate Vision Language Models, revealing the visual perturbations that exacerbate demographic disparities and calibration gaps.

  • Research

VIBRANT: Virtual Staining of Unstained Brightfield Images through a Attention Mechanism

Ongoing
Prof. Puneet Gupta · Indian Institute of Technology Indore

Developed a frequency based attention mechanism for virtual staining that enhances contrastive feature mapping to accurately stain unlabeled brightfield microscopy images.

  • Research