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Projects

Smart OR: Real-Time Surgical Tool Detection (2025)

  • Built YOLOv8-based object detection system, achieving 92% accuracy for surgical tools.

  • Documented metadata, visualized metrics via PowerBI, reducing analysis time by 20%.

  • Managed Agile project in Jira, ensuring timely delivery.

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News Classification with Transformers and RNNs (2025)

  • Developed BiLSTM and BERT models to classify news, achieving 90% F1-score.

  • Enhanced relevance by 15% with keyword filtering; visualized trends in tableau.

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Cardiovascular Disease Risk Prediction(2025)

  • Created MLP and TabTransformer models, achieving 88% accuracy for heart disease risk.

  • Preprocessed data in SQL Server, documented metadata, and built PowerBI dashboard.

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