Towards Explainable Food Hazard Detection
Published:
A neuro-symbolic approach to food hazard detection that combines Large Language Models (Llama-3.1-8B) with knowledge graphs (ConceptNet) to create an inherently explainable classification system.
Posts by Collection
portfolio
Chat with My Research: A Conversational RAG Application
Published:
An interactive RAG-powered web application that allows users to ask questions about my NLP research paper, built with Streamlit, LangChain, and Google Gemini.
AI Research Assistant: A Multi-Document Agentic RAG System
Published:
An advanced agentic system that can read, compare, and synthesize information across multiple documents to answer complex, comparative questions about my research. 
Argumentative Structure Analysis for Domain Adaptation
Published:
My Master’s Thesis project where I created a novel annotated dataset of conversational arguments, engineered a graph-based representation, and benchmarked LLM performance for relation classification.
publications
Comparative study of classifiers for leaf classification and extraction of medicinal properties
Published in 2021 Asian Conference on Innovation in Technology (ASIANCON), 2021
This paper investigates the relative efficiencies of K-Nearest Neighbors, Support Vector Machine, and Convolutional Neural Network classifiers in leaf classification.
Paraphrase Detection in a Low Resourced Language: Kannada
Published in 2023 IEEE 8th International Conference for Convergence in Technology (I2CT), 2023
This paper addresses paraphrase detection in Kannada, a low-resourced South-Indian language, finding that a decision tree classifier performs best, making it ideal for implementing a plagiarism detection system for Kannada documents.
Paraphrase Generation and Deep Learning Models for Paraphrase Detection in a Low-Resourced Language: Kannada
Published in International Conference on Advances in Data-driven Computing and Intelligent Systems, 2023
This paper emphasizes the importance of advancing NLP research in Kannada, a complex South-Indian Dravidian language, highlighting that paraphrase generation can simplify concepts, enhance language comprehension, and improve translation accuracy.
The Impact of an NLP-Based Writing Tool on Student Writing
Published in Artificial Intelligence in Measurement and Education Conference (AIME-Con), 2025
This paper presents preliminary evidence on the impact of a NLP-based writing feedback tool, Write-On with Cambi! on students’ argumentative writing
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.