Portfolio

In the ever-evolving landscape of Natural Language Processing (NLP), our project, titled ”OPEN-SOURCE NEPALI HEALTH-QA LANGUAGE MODEL WITH FINE-TUNED TRANSFORMERS AND EXTERNAL KNOWLEDGE BASES,” represents a dedicated effort to address the pressing need for accessible and accurate health-related information in the Nepali language. This project is driven by the recognition of the critical role that natural language understanding plays in fostering meaningful interactions, particularly in the domain of health-related inquiries. Our question-answering model doesn’t just answer queries; it provides a valuable second opinion, offering additional perspectives and comprehensive insights on healthcare matters.

A framework for building multi-agent LLM systems with specialized roles and efficient communication protocols.

End-to-end ML pipeline for training and deploying models in cloud environments with automatic scaling.

Interactive tool for visualizing neural network architectures and training processes.