Prof. Sobiyaa P - Bannari Amman Institute of Technology

Experience Type	Organization	From	To	Total Experience
Engineering	Bannari Amman Institute of Technology, Sathyamangalam	05.07.2018
Engineering	Adithya Institute of Technology	15.06.2015	29.06.2018	3 Year(s) & 0 Month

Degree	Specialization	Institute	University	Year of Passing
B.Tech	Information Technology	K.S.R College of Engineering	Anna University, Chennai	2013
M.E	Computer Science and Engineering	SNS College of Technology	Anna University, Chennai	2015

S.No	Subject Area
1	Machine Learning

Muthumanickam T, Kodumuri Srujana, Krishna Kanth M, Sobiyaa P, Kanegonda Ravi Chythanya, Athiraja A , “Optimizing Human Sleep Patterns Using AI-Driven Insights from Wearable Data and Behavioral Analysis”,”International Conference on Emerging Systems and Intelligent Computing (ESIC)”, April 2025, Pages.195-200, doi: 10.1109/ESIC64052.2025.10962569.

Jayareka Subramanian , Abdul Gafoor Humayun , Areddula Naveen Kumar , Charumathi Uvaraj, Sathiyabhama Balasubramaniyam, Sobiyaa Palanisamy, Maheshkumar Karagowder, Vinodhini Velleangiri , Fathima Shahul Hameed, “Real time stock insights and decision support using RAG model”, ” API Conference Proceeings”, Volume No. 3279, Issue No.1, https://doi.org/10.1063/5.0263053, 2025.

Jayareka Subramanian, Durai Sangeeth Rohan, Sobiyaa Palanisamy, Maheshkumar Karagowder, Sathiyabhama Balasubramaniyam, Fathima Shahul Hammeed, Vinodhini Velleangiri, “Advancing agriculture: Deep learning solutions for plant disease detection”, “AIP Conference Proceedings”, Volume 3279, Issue 1, 2025, https://doi.org/10.1063/12.0035740.

Jayareka Subramanian, Deepadharsan Madhaiyan , Dhanush Venkatesan, Dhanushwar Balu, Sobiyaa Palanisamy, Maheshkumar Karagowder, Sathiyabhama Balasubramaniyam, Fathima Shahul Hameed , Vinodhini Velleangiri, “Fake review detection using deep learning “, “API Conference Proceedings”, Volume 3279, Issue 1, Pages 1 to 6, https://doi.org/10.1063/5.0263054, 2025.

Jayareka K.S, Sathiyabhama B, Sobiyaa P, Fathima S.K, “Prevention of Alzheimer Disease by Predicting Oral Issues and Its Impact on Individuals at Early Stage and Indicating Using Grey Wolf Optimization Technique”,”2025 International Conference on Multi-Agent Systems for Collaborative Intelligence (ICMSCI)”, Pages. 1 to 6 , DOI.10.1109/ICMSCI62561.2025.10894594, 2025.

Janani T, P.Sobiyaa, “Brain Tumor Detection Using Deep Learning Technique”, Indian Jouranl of Engineering, Science, and Technology (ijest), 2023

P. Sobiyaa , K.S. Jayareka , K. Maheshkumar , S. Naveena , Koppula Srinivas Rao, “Paddy Disease Classification Using Machine Learning Technique”, Materials Today: Proceedings, Vol- 64, Issue- 1, PP 883-887, 2022

Jayareka K S , Sobiyaa P , Dr.A.C.Kaladevi , Vinodhini.V , Bashetty Suman, “An Effective Automatic Detection of Tooth Cavity Using Machine cum Deep Learning Concepts and ICDAS Measurement”, Materials Today: Proceedings, Vol-64,PP. 542-548, 2022

R. Deepika, V. Divya, C. Yamini, P. Sobiyaa, “Privacy Preservation using (L, D) Inference Model Based on Dependency Identification Information Gain”, International Journal of Engineering and Advanced Technology (IJEAT) Vol-8, Issue-6S3, PP. 1170-1173, 2019

C Yamini, P Sobiyaa, “A Coincered Node Framework for Localization of Jammer in Wireless Sensor Networks”, Asian Journal of Applied Science and Technology (AJAST), Vol-1, Issue-4, PP. 20-23, 2017

P Sobiyaa, “Disruption Tolerant Military Network with Enhanced Security – A Survey”, International Journal of Advanced and Innovative Research (IJAIR), Vol-3, Issue-11, PP-291, 2014

S.No.	Title	Date	Reg. No.	Status	Level	Funding Agency
1	SMART TEA LEAF QUALITY GRADING SYSTEM	16.10.2020	90751	In Progress	National
2	DIAGNOSING CHRONIC KIDNEY DISEASE USING MACHINE LEARNING	18.05.2023	202341034793	Filed	National	Self
3	INTEGRATED SOFTWARE AND SYSTEM AUTOMATION FOR RADAR TESTING	14.11.2024	202441088038	Filed	National	Self