Dr. Soni P M

Dr. Soni P M completed her PhD in Computer Science from Bharathiar University , Coimbatore. She had done BCA from MES College, Marampally and MCA from IGNOU. Before joining Naipunnya in June 2022, She was working in SNGIST, N.Paravur, Mar Thoma College Perumbavoor, Jawahar Navodaya Vidyalaya Neriamangalam, and Holy Matha College, N.Parur. She is having 22 years of teaching experience. Her teaching and research interests include Datamining and Machine Learning. She has around 10 publications in International Journals, UGC approved Journals, Scopus Indexed Journals and National Conferences to her credit.

• Assistant Professor, Naipunnya Institute of Management and Information Technology, Pongam from 2022 June 1 to till date.
• Professor, SNGIST , N.Paravur for 11.5 years
• Lecturer , Naipunnya Institute of Management and Information Technology, Pongam for 3 years
• Lecturer, Marthoma College, Perumbavoor for 1 year
• Lecturer, Holy Matha College, N.Paravur for 3 years

1. Data Structures and Algorithms
2. Design and Analysis of Algorithms
3. Software Engineering
4. Datamining
5. Machine Learning
6. Object Oriented Programming with C++
7. Programming in C
8. Computer Networks
9. DBMS( SQL, Oracle)
10. Operating Systems

• Soni P M, Varghese Paul, “Algorithm for the Loan Credibility Prediction System”, International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-8, Issue-1S4, June 2019 (Elsevier Scopus Indexed)
• Soni P M, Varghese Paul , “A Fuzzy based Data mining Approach for the Loan Credibility Prediction System in Co-operative Banking Sector “, International Journal of Advanced Trends in Computer Science and Engineering (IJATCSE) ISSN 2278-3091, Volume 8, No.3, May-June 2019  (Scopus Indexed )
• Soni P M , Varghese Paul , “A Novel Hybrid Classification Model For the Loan Repayment Capability  Prediction System” , International Journal on Future Revolution in Computer Science & Communication Engineering ISSN: 2454-4248  Volume: 4 Issue: 1 53 – 58  ( UGC Approved)
• Soni P M, Varghese Paul , presented a paper titled “ A Novel Optimized Classifier For the Loan Repayment Capability Prediction System “ in the 3rd International Conference on Computing Methodologies and Communication [ICCMC 2019] ( IEEE  Xplore ISBN : 978-1-5386-7808-4)
• Soni P M, Varghese Paul , Sudheep Elayidom “Effectiveness of classifiers for the credit data set: An analysis”, IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308  (International )
• Soni P M, Varghese Paul , Sudheep Elayidom “ An efficient data preprocessing framework for loan credibility prediction system” , IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308  (International )
• Kavitha C R , Soni P M Presented a paper titled “ Feature Selection Using Relief F with Forward Selection for the Prediction of Breast Cancer “ in the National Conference on Datamining and Cloud Computing organized by Department of Computer Science of Naipunnya Institute of Management and Information Technology on 7^th October 2016.   The paper is published in the journal Gurukulam International Journal of Innovations in Science and Engineering (GIJISE ) ISSN: 2454 – 6631   volume 1 – Issue  2, July 2016 .  (International )
• Soni P M, “Datamining Application for the prediction of binary classification problems “International Journal of Innovative Science and Research Technology”( IJISRT )  Volume 4 – May – Issue 5, 2019.  ISSN : 2456 – 2165    (International )
• Kavitha C.R, Soni P.M “A stacking framework for the prediction of binary classification problems”, International Journal of Civil Engineering and Technology (IJCIET) Volume 8, Issue 5, May 2017, pp. 692–702, Article ID: IJCIET_08_05_077  ( Scopus Indexed)

• “Quality Teaching as a Prerequisite For Quality Learning”, Srinivas University on 1^st June 2022 to 6^th June 2022
• “ Hands on Taining on Machine Learning and Data Science” , FISAT on 11^th and 12^th November 2021
• “Data mining and warehousing “, SNGIST on 4^th and 5^th January 2019
• “Digital Marketing “, SNGIST on April 17 , 2018
• “Research Methodology and Data Analysis” SNGIST 0n 27^th and 28^th April 2012
• “Free and Open Source Software”, FISAT 19^th , 20^th and 21^st April 2010
• Emerging Trends in Computational Applications-ETCA’09 ,SCMS on 25^th July 2009

• “Lucideus Tech Certified Ethical Hacker Level 1“, NIMIT Pongam

• Resource Person , “ Data Structures” , Naipunnya Institute of Management and Information Technology, Pongam on 17^th and 18^th January 2022
• Resource Person , “ Datamining” , Mar Gregorious college of Arts and Science , N.Paravur on 3^rd July 2021
• Resource Person , “ Datamining” , Mar Gregorious college of Arts and Science , N.Paravur on 22^nd February 2018