Specialization : Data Mining, Machine Learning, Learning Analytics
Academic Experience: (Number of Experience: Years): 18 years,6 months
Non Academic Experience: (Number of Experience: None)
Certifications:
Completed AICTE sponsored QIP short-term course on “Machine Learning Techniques”
Completed ISTE and BNY MELLON approved 2 months training on AI/ML.
Achieved ELITE certificate the NPTEL for 12 week course on “Ethical hacking”
NPTEL Course on “Introduction to Machine Learning”
NPTEL Course on “Introduction to Soft Computing”
NPTEL Course on “Teaching and Learning in Engineering”
NPTEL Course on Database Fundamentals with 5% topper.
NPTEL Course on Cloud Computing.
NPTEL Course Data Science for Engineers.
NPTEL Course on Computer architecture.
Membership:
Life Member, ISTE (membership no LM 118754)
Service Activities (Outside Organization):
Peer Reviewer for Journal Education and Information Technologies.
Received Minor research grant of 40,000 from Mumbai University in 2019 for “Fog Computing for Smart Transportation.
Received Minor research grant of 40,000 from Mumbai University in 2018 for “Smart Adaptive IOT based parking system.
Received Minor research grant of 20,000 from Mumbai University in 2017 for “¬Real time pothole detection using android Smartphone and IOT based approach”
Journal Publications:
“Adaptive learning and Correlative assessment of diferential usage paterns for students with-or-without learning disabilities via learning analytics”, in ACM Transactions on Asian and Low-Resource Language Information Processing”, DOI: https://doi.org/10.1145/3632365
“Design of a deep-learning model to improve learning capabilities of LD children via statistical modelling of examination behavioral patterns” in International Journal of Modern Education and Computer Science (IJMECS)”, DOI: https://doi.org/10.5815/ijmecs.2023.03.05, Pub. Date: 8 Jun. 2023
“Learning traits and capture mode of learning disability with classification in e-learning for detecting learning disability using machine learning”, International Journal of Health Sciences (IJHS) on 2022, Vol. 6, https://doi.org/10.53730/ijhs.v6nS2.7369
“Tennis game controlled using gesture recognition”, SAMRIDDHI: A Journal of Physical Sciences, Engineering and Technology”. ISSN(P):2229-7111
Depression Detection using ML, SAMRIDDHI: A Journal of Physical Sciences, Engineering and Technology, ISSN(P):2229-7111
”Detection of Dyslexia using Eye Tracking Measures “,International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-8, Issue- 6S4, April 2019.
“A Smart and Prognostic approach to park vehicles using IoT ”, JASC: Journal of Applied Science and Computations , Dec 2018, ISSN NO: 1076-5131
“Privacy Preserving Distributed Association Rule Hiding Using Concept Hierarchy.” Procedia Computer Science 79 (2016): 993-1000.
“Predictive Maintenance Of Heavy Commercial Vehicles Using Machine Learning And Data Analytics”, UGC approved Journal on International Journal of Information and Computing Science,Jul 2019.
Conference Publications:
Modak, M., Temgire, D., Kaushik, S., Kachare, V., & Shriyan, D. (2024, April). IoT-Enhanced Stress-Adaptive Reading: A Machine Learning Approach with Galvanic Skin Response. In 2024 2nd International Conference on Networking and Communications (ICNWC) (pp. 1-5). IEEE.
Survey: Agricultural Supply Chain Managemen t and Land Registration using Blockchain, 6th International Conference on Advances in Science and Technology (ICAST), IEEE, doi: 10.1109/ICA ST59062.202 3.10455035.
“Learning traits and capture mode of learning disability with classification in e-learning for detecting learning disability using machine learning”, International Journal of Health Sciences (IJHS) on 2022, Vol. 6, https://doi.org/10.53730/ijhs.v6nS2.7369Facial Expression based Assistant for Interviewee using Video Processing , 6th International Conference on Advances in Science and Technology (ICAST) (pp.176-181). IEEE
Neural Style Preserving Visual Dubbing. In: Tripathi, A.K., Anand, D., Nagar, A.K. (eds) Proceedings of World Conference on Artificial Intelligence: Advances and Applications. WWCA 1997. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-99-5881-8_42
Recognition System for Emotions from Human Speech.” 2021 IEEE 6th International Conference on Computing, Communication and Automation (ICCCA). IEEE, 2021.
“Face Recognition Using Neural Network, IJCRT,2021 IJCRT | Volume 9, Issue 3 March 2021 | ISSN: 2320-2882
“Identity Based Video Summazization”,3rd International conference on “SMART SYSTEMS:INNOVATIONS IN COMPUTING”, in press.
“Machine Learning based Learning Disability Detection using LMS,” 2020 IEEE 5th International Conference on Computing Communication and Automation (ICCCA), Greater Noida, India, 2020, pp. 414-419, doi: 10.1109/ICCCA49541.2020.9250761.
”Detection of Learning Disability: A Survey”,International Conference on Data Sciences, Machine Learning and Applications,2020,Springer.
Smart Transportation using Fog Computing”,International Conference on Data Sciences, Machine Learning and Applications,2020,Springer.
“ Preserving Privacy of Data in Distributed Systems Using Homomorphic Encryption”. In: Panigrahi C.R., Pati B., Mohapatra P., Buyya R., Li KC. (eds) Progress in Advanced Computing and Intelligent Engineering. Advances in Intelligent Systems and Computing, vol 1198. Springer, Singapore. https://doi.org/10.1007/978-981-15-6584-7_30
“Real Time Pothole Detection using Android Smartphone and IOT based Approach”, International Conference on Electical, Electronics, Computers, Communication, Mechanical and Computing(EECCMC)-2018.
“Measuring Data security for a cloud service”, 3rd International Conference on Computing, Communication and Automation (ICCUBEA-2017).
“Privacy Preserving Association Rule Hiding on Horizontally Partitioned Data Using Concept Hierarchy, International Conference on Advanced Computing and Communication Technologies (ICACCT™-2014) ISBN: 978-93-84935-00-9,2014.
“Privacy Preserving Data Mining Techniques In TheCloud :A Comparative Analysis”, VESIT , International Technological Conference-2014 (I-TechCON), Jan. 03 – 04, 2014
Book Chapter Published:
Modak, M. M., Pampattiwar, K. N., Patel, N. J., Gharpure, P., & Sasikumar, M. (2024). Intelligent Assistive Technology for Children With Cognitive Impairment. In Intelligent Solutions for Cognitive Disorders (pp. 61-86). IGI Global.
