Projects

Projects

Selected AI projects and additional web development work with practical outcomes.

Selected Projects

A few projects that show my work in recommendation systems and retrieval-based applications.

Movie recommender system dashboard preview

Movie Recommender System

Movie recommendation web app using the TMDB dataset and classical machine learning techniques.

  • Used NumPy, Pandas, and NLTK for data preprocessing.
  • Used scikit-learn to build recommendation logic.
  • Built and deployed a user-facing demo application.

Impact: Provides fast and simple movie recommendations based on user interest.

Recommendation SystemNLPStreamlitDeployment
View GitHubLive Demo
RAG AI teaching assistant interface preview

RAG AI Teaching Assistant

RAG-based teaching assistant that answers questions from video-derived learning content.

  • Built a context-aware assistant for video-trained knowledge.
  • Stack included OpenAI Whisper, BGE-M3, scikit-learn, and Llama 3.2.

Impact: Helps users find relevant learning points from video content faster.

RAGLLMEmbeddingsSpeech-to-Text
View GitHub
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Other Web Development Work

  • Built full stack web applications using MERN and Next.js.
  • Delivered WordPress websites used by well-known companies in Nepal.
  • Handled end-to-end work from UI to backend and deployment.