Om Nankar
Production-focused Data Scientist and Machine Learning Engineer
Network
1.8K connectionsSummary
Work
Education
Projects
Writing
Deep learning approaches for lyme disease detection: leveraging progressive resizing and self-supervised learning models
January 1, 2024Study applying progressive resizing and multiple self-supervised learning models (SimCLR, SwAV, MoCo, BYOL) for Lyme disease detection from medical imaging, evaluating models with F1, precision, recall and accuracy metrics.
Developing a Cloud-Based Weapon Detection System Using Transfer Learning and Generative Adversarial Networks
January 1, 2024Book chapter on a cloud-based weapon detection system leveraging transfer learning and GANs, included in the Springer volume 'IoT Sensors, ML, AI and XAI: Empowering A Smarter World'.
A Novel AI-Based System for Detection and Severity Prediction of Dementia Using MRI
January 1, 2021Research on deep learning approaches for MRI-based detection and severity prediction of dementia; developed AI pipelines and published a peer-reviewed paper (IEEE Access).
Hobbies
Public speaking and writing. weekday+1
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