Dr. Soni P M
Assistant Professor
COMPUTER SCIENCE
Joining Date:01-06-2022
Description
Dr. Soni P M completed her PhD in Computer Science from Bharathiar University , Coimbatore. She has completed her Masters in Computer Application. Ms. Soni has more than 20 years of of teaching experience in various colleges. Her teaching and research interests include Data mining and Machine Learning. She has 10 publications in International Journals, UGC approved Journals, and Scopus Indexed Journals and has presented research papers at various National Conferences.Academic Qualifications
- PhD Computer Science , Bharathiar University
- MCA Computer Application , IGNOU
PhD Details
- Title of Thesis : Design and Implementation of Efficient Datamining models for Loan Credibility Prediction for the Ban
- Univeristy / Institution : Bharathiar University, Coimbatore
- Date of Qualifying PhD : 05-08-2022
Publications
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Publication Type: Proceedings
- Soni P M, , "The Art of Data mining for CreatingModels for the Banking Domain", International Journal of humanities, Law and Social Sciences Published biannually by New Archaeological & Genological Society Kanpur India, Vol.Special Issue IV, No.Issue I: 2023, 2023, 389-397 Publication Type: Journal
- Soni P M, , "Real Time Implementation of IoT based Robotic Car and Automatic Solar Powering Street lights with Solar Tracker", Indian Journal of Natural Sciences, Vol.Volume 14, No.82, 2024, 70124-70129 Publication Type: Journal
- Soni P M, , "Data Mining Approach for the CRM Application in the Banking Domain", Indian Journal of Natural Sciences, Vol.Vol.14, No.Issue 82, 2024, 70154-70159 Publication Type: Journal
- Soni P M, , "Algorithm for the Loan Credibility Prediction System", International Journal of Recent Technology and Engineering (IJRTE), Vol.Volume-8, No.1S4,, 2019, 1080-1087
Presentations
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IMPLEMENTATION OF CLASSIFICATION AND THE METHODS TO IMPROVE THE CLASSIFICATION ACCURACY FOR THE LOAN
- International Conference 2025 | Level : International | NIMIT, Pongam | Pongam | 19-02-2025 | One day
Analysis of Vectorization in Natural Language Processing for Examining the Effect of Curriculum on E - International Conference 2025 | Level : International | NIMIT, Pongam | Pongam | 19-02-2025 | One day
Datamining Approach for the CRM APplication in the banking Domain - International Conference on Multifaceted Role of SDGs in Fostering Socio Cultural Fabric and Economi | Level : International | NIMIT, Pongam | Pongam , Thrissur | 17-01-2024 | One day
Real time Implementation of IOT based Robotic Car and Automatic Solar Powering Street Lights using - International Conference on Multifaceted Role of SDGs in Fostering Socio Cultural Fabric and Economi | Level : International | NIMIT, Pongam | Pongam , Thrissur | 17-01-2024 | One day
Faculty Development Program
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Effective and Quality Research Writing - Phase V
- Start Date : 06-06-2024, End Date : 12-06-2024
Quality and Effective Research Writing -Phase IV
- Start Date : 06-06-2023, End Date : 12-06-2023
Effective and Quality Research writing - Phase III
- Start Date : 13-06-2022, End Date : 19-06-2024
Participation (Seminar, Conference, Workshop)
- Workshop |
- Two day workshop on python for data analysis using AI |
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International
- A2Z Edulearning Hub |
- 18-06-2024
- Two Days
- Online |
Membership (Research body/Professional Association)
- Board of Studies, St. Xavier’s College for Women (Autonomous), Aluva | Subject Expert | State | Level (03-06-2024 - 31-03-2028 )
Resource Person
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Machine Learning Algorithms
- St.Xaviers College, Aluva | Aluva | Others | Invited Talk | 30-01-2025 | Machine Learning Algorithms
- Mar Gregorious Arts and Science College, N.Parur | N.Parur | State | Invited Talk | 24-01-2025 | ICCTAC-2024.
- Kristu Jayanti College (Autonomous), Bengaluru | Bengaluru | International | Judge | 08-05-2024 | Career Oriented Tools and Technologies in IT
- SNGIST, N.Paravur | N.Paravur | Inter-Collegiate | Expert Talk | 08-04-2024 | Research oriented approach for solving datamining applications
- SNGIST, N.Parur | N.Parur | Inter-Collegiate | Invited Talk | 18-03-2023 |
