Projects

An AI-powered legal assistance platform that simplifies access to legal documents, automates official letter generation, and analyzes legal text using NLP and Large Language Models.

• LLMs
• NLP
• RAG
• Generative AI
• Python

Comprehensive benchmarking of text classification models, comparing traditional machine learning, deep learning, and Transformer-based architectures across multiple NLP datasets.

• NLP
• Transformers
• PyTorch
• Scikit-learn
• Python

A Transformer-based Neural Machine Translation system for translating English to Nepali, demonstrating sequence-to-sequence learning and attention mechanisms.

• NLP
• Transformer
• Machine Translation
• PyTorch

Deep learning application that automatically generates natural language captions for uploaded images using CNN-based feature extraction and LSTM sequence generation.

• Computer Vision
• LSTM
• Deep Learning
• Python

A secure RFID-based digital payment prototype demonstrating contactless authentication and transaction processing using embedded hardware and Python.

• RFID
• IoT
• Python
• Embedded Systems

Implementation of the classic LeNet-5 convolutional neural network for handwritten digit recognition, demonstrating CNN fundamentals and image classification.

• CNN
• Deep Learning
• PyTorch
• MNIST