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Electronics, Information and Communication Engineering Student

Sangam Silwal

I build intelligent assistants that combine NLP, retrieval, and reasoning.

About

I'm an AI enthusiast and engineering student passionate about Machine Learning, Deep Learning, and Natural Language Processing. I enjoy building intelligent systems using Large Language Models, Generative AI, and modern AI frameworks, while continuously exploring the latest research and turning ideas into practical applications

Machine LearningDeep LearningNatural Language Processing (NLP)Large Language Models (LLMs)PyTorchTensorFlowScikit-learnTransformersLangChainLangGraphRetrieval-Augmented Generation (RAG)FastAPISQLGit

Featured projects

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Setu – AI Legal Assistant for Nepal

2025

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

Text Classification Benchmark

2025

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

English–Nepali Neural Machine Translation

2025

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

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