Heramb Patil

Framework and dataset (NCERT-QA) for curriculum-aligned QA and evaluation of LLMs for curriculum-specific educational use; analyzes prompting approaches and LLM suitability for formal education.

Design and implementation of a decentralized chat application on Ethereum with plans to integrate an AI-driven agricultural assistance chatbot for farmers.

Work on isolated low-rank adaptation (Stacked LoRA) techniques for lifelong knowledge management and parameter-efficient fine-tuning of models.

Patent filing (IN Patent 573,090) related to a chatbot system utilizing Bloom's Taxonomy for educational assessment.

Paper studying vulnerabilities of transformer-based malware detectors to adversarial attacks; reports a misclassification rate under attack and proposes defenses that reduce the misclassification rate.