AI Academic Advisor - Smart Course Planning System
Full-stack AI-powered academic planning platform leveraging Llama 3.2 for personalized course recommendations and intelligent degree planning assistance for Computer Science students.
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publications
An Online Machine Learning System for Bandgap Engineering
Published in SSRN Electronic Journal, 2024
This paper introduces MatFlow, a web-based machine learning platform for materials science that supports both forward and inverse design of materials, with specific application to bandgap prediction for semiconductor design.
Recommended citation: Jamil, Hasan and Rahman, Hasan and Mankotia, Sameer. (2024). "An Online Machine Learning System for Bandgap Engineering." SSRN Electronic Journal. Available at SSRN: https://ssrn.com/abstract=4808029
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FedPrIDS: Privacy-Preserving Federated Learning for Collaborative Network Intrusion Detection in IoT
Published in MDPI - Future Internet, 2024
This paper presents FedPrIDS, a novel privacy-preserving federated learning framework for collaborative network intrusion detection in IoT environments, addressing critical security challenges while maintaining data privacy across distributed networks.
Recommended citation: Mankotia, Sameer, Conte de Leon, Daniel*, and Rimal, Bhaskar P. "FedPrIDS: Privacy-Preserving Federated Learning for Collaborative Network Intrusion Detection in IoT." Department of Computer Science, University of Idaho, Moscow, ID 83844, USA.
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Deep Learning-Powered Interactive Art: A Framework for Gesture Recognition and Multi-Style Digital Painting using MediaPipe and TensorFlow
Published in IRE Journals, 2024
This paper presents an interactive virtual painting system that utilizes computer vision and hand-tracking technologies to create a natural and intuitive digital art experience using MediaPipe for real-time hand landmark detection and OpenCV for image processing.
Recommended citation: Mankotia, Sameer. (2024). "Deep Learning-Powered Interactive Art: A Framework for Gesture Recognition and Multi-Style Digital Painting using MediaPipe and TensorFlow." IRE Journals. 8(6), 508-522.
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.