Projects
A selection of projects I have worked on.
Nepali POS Tagging
Tagging of Nepali text with the help of finetuning a pre-trained model. I have used mbert and distilbert for comparision. The model was trained on POS dataset from kaggle.
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Nepali-English Transliteration
Conversion of Romanized English to Nepali . mBERT model was finetuned on the parallel corpus from AI4Bharat.A UI also made for annotation for the conversion of text.
Federated Learning
Academic project for Artificial Intelligence. It uses distributed training of the smaller model , take the average weights of all of them and use that to train a bigger model. Used CNN to classify digits and Open-CV to mask digits from the picture.
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Home Sewa
Home Sewa: At-Home Service Delivery System offers a convenient way for users to register and access a wide range of services, including plumbing, carpentry, and more. Users can easily request services and track the service providers in real-time on a map, ensuring they know exactly when help will arrive. The system features an advanced matchmaking algorithm that ensures users are paired with the best-suited service professionals for their specific needs, providing a seamless and efficient service experience from start to finish.
Givers
Givers : A ( Volunteer Management System ) is an intuitive platform designed to connect organizations and volunteers seamlessly. Users can register as either an organization or a volunteer. Organizations can create and manage events, while volunteers can browse and apply for these opportunities. Each application requires approval from the organization to ensure a perfect match. During the signup process, all data is thoroughly verified to maintain a secure and trustworthy environment for all participants.
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Pulchowk EMIS
Pulchowk EMIS (Education Management Information System) revolutionizes educational administration with Assessment, Assignment, and Notice features. Educators effortlessly track student progress, allocate tasks, and communicate updates, fostering a dynamic learning environment. With streamlined operations and enhanced communication, our EMIS empowers educational institutions to drive academic excellence and student success.
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