Final Year Project

Project Title

Multilingual Agricultural Platform and Multimodal Chatbot (PQNK)

Description

My Final Year Project is focused on developing a multilingual centralized knowledge platform and a RAG-based multilingual chatbot in collaboration with the company Pakistan Agriculture Research (PAR). The system leverages 4TB of multimodal data, including PDFs, images, and videos, to provide domain-specific knowledge retrieval for agricultural research and decision-making. The project addresses challenges such as noisy videos and overlapping human speech, using human voice activity detection (DeepFilter) to clean and preprocess audio data. The aim is to enable researchers and practitioners to access precise, actionable information quickly, improving efficiency in agricultural research and facilitating informed decision-making. This project highlights my skills in AI, machine learning, multimodal systems, and data processing, while delivering a practical solution with real-world impact.