About
Associate Professor in the Department of Computer Science and Engineering at PES University. Educational background includes a B.E. in Computer Science from Sri Siddhartha Institute of Technology, Tumakuru, an M.Tech in Software Engineering from PES Institute of Technology, Bengaluru (secured University Second Rank under VTU, Belgaum), and a Ph.D. in Meteorological Data Analysis from VTU.
Research interests include Data Mining, Data Analytics, and Machine Intelligence. Experienced in mentoring student projects and contributing research publications in reputed journals and conferences.
Currently engaged in Post-Doctoral Research at the Federal University of Santa Maria (UFSM), Brazil, focusing on data-driven methods in the field of environmental informatics . Committed to fostering academic excellence and promoting innovation through interdisciplinary research and teaching.
Research Areas
1Research Interest
- Data analytics and machine learning
Publications
20Conferences
- "Automated Shopping Cart : Reducing Long Queues One Cart At A Time", 2023 3rd International Conference on Smart Data Intelligence (ICSMDI)
- • A. B V, A. N. J, A. S. Gurikar, A. Joshi, A. Pandharkar and P. T R, "An xG Based Football Scouting System Using Machine Learning Techniques," 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), Pune, India, 2024, pp. 1-3, doi: 10.1109/I2CT61223.2024.10544261.
- S. V. Pujari, T. R, A. Jain, N. S and P. T R, "Smart Basket: An E-Commerce Recommendation System," 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), Pune, India, 2024, pp. 1-6, doi: 10.1109/I2CT61223.2024.10543740.
- • S. L. Medha, V. Rickvibhadhini, S. B and P. T R, "Unraveling the Complexity : A Comprehensive Analysis of PCOS," 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), Pune, India, 2024, pp. 1-4, doi: 10.1109/I2CT61223.2024.10543283.
- • A. B V, A. N. J, A. S. Gurikar, A. Joshi, A. Pandharkar and P. T R, "An xG Based Football Scouting System Using Machine Learning Techniques," 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), Pune, India, 2024, pp. 1-3, doi: 10.1109/I2CT61223.2024.10544261.
- S. N. M, A. S. Kumar, T. S, D. P. Kumar and Prajwala TR, "Crop Combination And Market Prediction using ML methods," 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), Pune, India, 2024, pp. 1-6, doi: 10.1109/I2CT61223.2024.10543457.
- Naveen, B.N., Mekala, S., Kumari, S. and Prajwala, T.R., 2024, January. Importance of Drug Features in Drug–Drug Interaction: A Comparative Study. In International Conference on Multi-Strategy Learning Environment (pp. 485-501). Singapore: Springer Nature Singapore. (https://doi.org/10.1007/978-981-97-1488-9_36)
- "Predicting the Number of Fatalities in an Air Crash",2023 IEEE 8th International Conference for Convergence in Technology (I2CT) Pune, India. Apr 7-9, 2023
- "Twitter Sentiment Analysis for Bitcoin Price Prediction",2023 3rd International Conference on Smart Data Intelligence (ICSMDI)
- "Customer Purchase Intention Prediction Using Text Analytical Models", 2022 IEEE 7th International conference for Convergence in Technology (I2CT) Pune, India. Apr 07-09, 2022
- Note-ing Hill: A Note-Making Application, 2022 IEEE International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE)
- Modeling and Forecasting of Rainfall using IoT sensors and Adaptive Boost Classifier for a Region International Conference on IoT based Control Networks and Intelligent Systems (ICICNIS 2020)
- A Survey Of Soft Computing Algorithms Using WEKA On Weather Data Set 2018 Third International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques (ICEECCOT) 14-15, December 2018
Journals
- Comparative Analysis of EM Clustering Algorithm and Density Based Clustering Algorithm Using WEKA tool in International Journal of Engineering Research and Development, Volume 9, Issue 8 , January 2014, PP. 19-24.
- Non-parametric randomized tree classifier for detection of autism disorder in toddlers, International Journal of Research - GRANTHAALAYAH, 9(10), 205-210. doi: 10.29121/granthaalayah.v9.i10.2021.4341
- "Helmet Violation and Number Plate Detection System",Grenze International Journal of Engineering and Technology, June 2023Issue
- Meteorological Data Analysis of Semi Arid Region Of Karnataka Using Relative Importance of Features and Adaptive Boosting classifier, International Journal of Computer Techniques -? Volume 7 Issue 5, 2020
- Meteorological Data Analysis using Artificial Neural Networks, International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-9 Issue-2S, December 2019
- A Study on Decision Tree and Random Forest Using R ToolInternational Journal of Advanced Research in Computer and Communication Engineering Vol. 4, Issue 1, January 2015.
- conceptualization of classification algorithms using Rattle tool; in proceedings of second international conference on emerging research in computing, information, communication and applications, ERCICA 2014 ELSEVIER publications, Volume 1 Page 506-512.
Teaching
5Education
3-
PhDVTU2023
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M.Tech in Software EngineeringPESIT2013
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B.E Computer Science and engineeringSri Siddhartha Institute of technology, Tumkur2011
Experience
4-
Associate ProfessorPES university2022 – Till date
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Assistant Professor , Department of Computer Science and EngineeringPESIT, EC campus2018 – till date
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Assistant Professor, Department of Information Science and EngineeringCMRIT, Bangalore2014 – 2016
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Assistant Professor , Department of Computer Science and EngineeringPESIT , RR Campus2013 – 2014
Achievements
1- Secured 2nd Rank for M.Tech in Software Engineering ,PESIT
Responsibilities
6- Department EMS coordinator
- Mentor
- Class Teacher
- Alumni Cordinator for department of CSE
- Curriculum Coordinator
- Capstone Coordinator
Campus
EC Campus