Personal profile
Research Interests
AI & Machine Learning, Deep Learning, Medical Image Analysis, Computer Vision, AI and IoT in Healthcare
Creative Works
53 Scopus Indexed publications, 5 patents
Experience
• Associate Prof. - School of Computer Engineering, MIT, MAHE, Manipal, India (May 2025–Present)
• Associate Prof. (CSE–AI & ML) – GSFC Univ., Vadodara (May 2024–May 2025)
• Asst. Prof. – SIT, Symbiosis Univ., Pune (Jul 2022–May 2024)
• Research Fellow – NIT Bhopal (Jan 2018–Feb 2022)
• Asst. Prof. – GCET, Vallabh Vidyanagar, Gujarat (Jul 2012–Dec 2017)
• Asst. Prof. – SVITS, Indore (Aug 2011–Jun 2012)
Awards and recognition:
Received Doctoral Fellowship-under a TEQIP-III funded project at NIT Bhopal (MoE, Govt. of India)
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Collaborations and top research areas from the last five years
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Improved machine learning framework with feature engineering and SHAP analysis for predicting wine quality
Khan, R., Goyal, A., Kanyal, H. S., Parashar, D., Sharma, S. K. & Iqbal, M., 01-2026, In: Discover Applied Sciences. 8, 1, 27.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
A Comprehensive System for Multilingual Text Recognition and Cross-Language Data Accessibility Using Machine Learning
Patni, J. C., Bhaskarrao Bahadure, N., Parashar, D., Shah, B., Jethani, H. & Patil, P. D., 2025, 2025 IEEE International Conference on Computer, Electronics, Electrical Engineering and their Applications, IC2E3 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE International Conference on Computer, Electronics, Electrical Engineering and their Applications, IC2E3 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Advanced AI-Powered Signature Authentication System using Siamese Neural Network
Patni, J. C., Bhaskarrao Bahadure, N., Parashar, D., Patil, P. D., Shah, B. & Jethani, H., 2025, 2025 IEEE International Conference on Computer, Electronics, Electrical Engineering and their Applications, IC2E3 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE International Conference on Computer, Electronics, Electrical Engineering and their Applications, IC2E3 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Advancements in Suspicious and Violent Activity Recognition for Intelligent Video Surveillance
Rana, N., Parashar, D., Bahadure, N., Jethani, H., Banerjee, S. & Sharma, K., 2025, ICDT 2025 - 3rd International Conference on Disruptive Technologies. Institute of Electrical and Electronics Engineers Inc., p. 629-632 4 p. (ICDT 2025 - 3rd International Conference on Disruptive Technologies).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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AI- and Deep Learning-Powered Driver Drowsiness Detection Method Using Facial Analysis
Delwar, T. S., Singh, M., Mukhopadhyay, S., Kumar, A., Parashar, D., Lee, Y., Rahman, M. H., Sejan, M. A. S. & Ryu, J. Y., 02-2025, In: Applied Sciences (Switzerland). 15, 3, 1102.Research output: Contribution to journal › Article › peer-review
Open Access6 Link opens in a new tab Citations (Scopus)