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Ansh Bisht

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Edinburgh, United Kingdom

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Résumé


Jobs verified_user 0% verified
  • Hugging Face
    Honours Project- University FAQ Chatbot
    Hugging Face
    Feb 2025 - Aug 2025 (7 months)
    Developed a transformer-based chatbot using BERT and SBERT, achieving 89.7% intent classification accuracy. Evaluated metrics used such as accuracy, precision, recall and F1-score. Compared model BERT, BILSTM and CNN for intent classification task, selecting BERT for optimal accuracy and better scalability. Collected and Curated dataset of 1100 Q&A pairs across 31 intents using web scraping and augmentation. Designed and deployed model on Hugging Face Spaces with Gradio UI ensuring seamless user interaction. Implemented data pre-processing, tokenization, and Hyperparameter tuning to enhance models' robustness. Created visualizations and technical documentation for improving decision-making speed for stakeholders.
Education verified_user 0% verified
  • E
    BSc (Hons) in Data Science- Second Class Honours (1st Division, 2:1)
    Edinburgh Napier University, Scotland
    Sep 2021 - Sep 2025 (4 years 1 month)
    Relevant courses: Advance Machine Learning, Advance Database system, Computational Intelligence, Data Analytics