Selected work
A selection of professional AI work, independent client projects, and academic software projects.
Projects & applied work
AI systems, research, and software projects across business, education, and everyday applications.
Extensive independent research into conversational AI using a single agent, exploring how one agent can manage dialogue and respond to user requests.
Independent research
Professional research at Axis Software into AI-assisted jewellery recommendations, exploring how customer searches can be used to suggest relevant pieces.
Professional research · Axis Software
Professional research at Axis Software into AI-based school attendance systems, exploring approaches to student attendance tracking and simpler record keeping.
Professional research · Axis Software
Extensive professional research at Axis Software into detecting Nepali vehicle number plates and integrating detection with Internet of Things (IoT) systems.
Professional research · Axis Software
Professional research at Axis Software into Nepali parking practices and number plate detection for a smart parking system that simplifies vehicle identification and parking billing.
Professional research · Axis Software
AI-based invoice detection and document extraction for billing verification and automation workflows.
Professional work · Axis Software
Professional work at Axis Software on a multilingual chatbot for understanding questions and responding in English and Nepali.
Professional work · Axis Software
Professional work at Axis Software on hybrid semantic search, using vector representations and retrieval approaches to improve search relevance.
Professional work · Axis Software
A complete full-stack client platform, designed, built, and deployed for real-world use, with ongoing improvements.
Deployed client project
An ongoing trekking and tourism platform with responsive destination content and planned AI-powered semantic search.
In progress
A water level forecasting system using LSTM and BiLSTM models, with a Django dashboard for monitoring and prediction.
Major project
An interactive stock forecasting project that investigated Temporal Fusion Transformers and model evaluation.
Research project
A full-stack restaurant management system with authentication, an admin panel, email functionality, and a responsive interface.
Minor project