Academic Profile

• Pursuing Ph.D. in the area of Artificial Intelligence.

• M.E. in Computer Science and Engineering from Nandha Engineering College, Erode, with 8.6 CGPA (First Class with Distinction).

• B.E. in Computer Science and Engineering from Erode Sengunthar Engineering College, with 77% (First Class with Distinction).

Professional Experience

• Assistant Professor in the Department of Computer Science and Engineering, Nandha Engineering College, Erode, from 2013 till present.

• Worked as Assistant Professor in Jansons Institute of Technology, Coimbatore, from June 2011 to March 2012.

Scopus Indexed Research Articles

• Deepa, B; Marimuthu, CN; Geetha, S; Maheswari, S; Advances in Medical Image Processing for Liver Tumour Recognition: A Comprehensive Survey 2024 2nd International Conference on Computer, Communication and Control (IC4)   1-6 2024 IEEE

• Maheswari, S; Geetha, S; Marimuthu, CN; Deepa, B; An Effective Cervical Cancer Detection Approaches-A Comparative Analysis 2023 6th International Conference on Recent Trends in Advance Computing (ICRTAC) 372-377 2023 IEEE

• Geetha, S; Marimuthu, CN; Maheswari, S; Deepa, B; A Comprehensive Analysis of Identifying Patients with Chronic Kidney Disease 2024 2nd International Conference on Computer, Communication and Control (IC4)   1-6 2024 IEEE

• Balusamy, Deepa; Shanmugam, Geetha; Rameshkumar, Baazilkumar; Palanisamy, Agathiyan; Kingston, Giftson; Ravi, Logeshraj; Autonomous Parking Space Detection for Electric Vehicles Based on Advanced Custom YOLOv5 2024 3rd International Conference on Artificial Intelligence For Internet of Things (AIIoT) 1-5 2024 IEEE

• Deepa, B; Geetha, S; Sivaranjani, I; Sowmiya, M; Karthick, P; Priyadharshini, NK; Demystifying heart disease prediction: the role of iris imaging and explainable AI Challenges in Information, Communication and Computing Technology   396-401 2024 CRC Press

• B. Deepa, S. Geetha, S. Maheswari, V. Gomathi, Karunamoorthi R; Enhancing Email Security: A Comparative Analysis of Spam Classification Methods using Machine Learning Techniques 3rd International Conference on Optimization Techniques in the Field of Engineering (ICOFE-2024) 2024 SSRN

• Geetha, S; Deepa, B; Sreesanth, S; Sridhar, B; Yuvarani, M; Brain tumor detection with severity identification using K-means clustering 2025 First International Conference on Advances in Computer Science, Electrical, Electronics, and Communication Technologies (CE2CT) 157-161 2025 IEEE

• Shanmugam, Geetha; Balusamy, Deepa; Intelligent anti-theft system with automated spray control using ESP32 WROOM 2025 IEEE 14th International Conference on Communication Systems and Network Technologies (CSNT) 409-413 2025 IEEE

• Shanmugam, Geetha; Balusamy, Deepa; Sustainable agriculture with advanced plant disease detection using YOLOv11 and XAI 2025 IEEE 14th International Conference on Communication Systems and Network Technologies (CSNT) 598-603 2025 IEEE

• S. Geetha, V. Leela, Sangeetha, R, B. Deepa; Analytics for Demand Forecasting in Healthcare Intersecting AI and Medicine for Improved Care and Administrative Efficiency   1 2025 IGI Global

• Deepa, B;  Geetha, S; Gokuladharshini, R; Kalaiyarasi, B; Lavanya, S; Srimathi, P; TEXTILE PRODUCTION MANAGEMENT SYSTEM 

• Geetha, S; Arunesh, SS; Balahariharan, S; Deepa, B; Sowmiya, M; Prediction of Bank Customer Churn for Retention Strategies Using Machine Learning 2025 IEEE 17th International Conference on Computational Intelligence and Communication Networks (CICN) 617-622 2025 IEEE

• Thangaraj, Rajasekaran; Preethishri, D; Deepa, B; Geetha, S; Mythily, V; Eswaran, Sivaraman; Automatic Detection of Corneal Ulcers Using Convolution Neural Network 2025 International Conference on Green Energy, Computing and Sustainable Technology (GECOST) 1-5 2025 IEEE

•  Deepa, B; Geetha, S; Eswari, KE;Sindhu, P; Akilan, MK; Abhinandan, S; Dharineesh, S; Detection of Heart Failure Using Machine Learning 2025 IEEE 17th International Conference on Computational Intelligence and Communication Networks (CICN) 424-428 2025 IEEE

• Deepa, B; Geetha, S; Chinnasamy, Mani; Sathishkumar, M; Rohith, S; Raj, B Prakash; Hybrid Machine Learning Model for Price Forecasting of Electric and Fuel-based Two-Wheelers 2025 International Conference on NexGen Networks and Cybernetics (IC2NC) 1009-1014 2025 IEEE

• Geetha, S; Deepa, B; Surya, B; Parveez, M; Santhosh, S; Smart Urban Transportation Using Geolocation Intelligence on Automated Bus Fare Calculation Using Face Verification System 2025 IEEE 17th International Conference on Computational Intelligence and Communication Networks (CICN) 1061-1066 2025 IEEE

• B Deepa; TK Subramaniam; Security attack issues and mitigation techniques in cloud computing environments -Int. J. UbiComp (IJU), 2016-01-30 | Journal article, Cited by 17, DOI: 10.5121/iju.2016.7101 - Part of ISSN: 0976-2213,Part of ISSN: 0975-8992

• B Deepa; TK Subramaniam; A Multi-Level Security for Preventing DDOS Attacks in Cloud Environments, Machine Learning and Applications: An International Journal 2016-06-30 | Journal article, DOI: 10.5121/mlaij.2016.3202 Part of ISSN: 2394-0840 

• Deepa, B.; Maheswari, S.; Padma, E.; Kavitha, S.; A study on optimization of carbon emission in data centers,Journal of Critical Reviews, 2019 | Journal article, DOI: 10.31838/jcr.06.06.67 EID: 2-s2.0-85082332906 Part of ISSN: 23945125

Book Chapter Publication

• B. Deepa; C. N. Marimuthu; Rajkamal Mahamuni Natarajan; A Hybrid Deep Learning Approach Combining CNN and BiLSTM for Improved Early Detection and Classification of Liver Diseases, 2025-05-02 | Book chapter DOI: 10.4018/979-8-3373-0081-8.ch008

• Geetha S, B Deepa, S Rabiswaran, S Rahul, K Sanjaykumar, P Selvarameshkumar, Skin Cancer Prediction Using Modified CNN Algorithm, Challenges in Information, Communication and Computing Technology.

• Geetha S, B Deepa, I Sivaranjani, M Sowmiya, P Karthick, NK Priyadharshini, Demystifying Heart Disease Prediction: The Role of Iris Imaging and Explainable AI, Challenges in Information, Communication and Computing Technology.

SCI Indexed Research Articles

• Submitted: 03

Dataset Published

• NA

Patent Published

• Wireless Networking Device for Controlling Home Appliances                                                                         (Granted) 15-12-2023

Design Number 402280-001

Class 14-03

• Internet of Things (IoT) -based Face Recognition System and Method for secured and remote authentication 09-05-2025

Application No:202541034352 A

Book Published

• Artificial Intelligence and Machine Learning, Charulatha publications, ISBN-13:978-93-6260-056-1.

Consultancy Work

• “Seamless Integration: Attendance, Product Tracking, and Digital Design Services” for D & A Construction, Erode.

• “Predictive Analytics for Supply Chain and Inventory Optimization” for Sri Venkateswara Agro Foods, Erode.

Professional Society Membership

• Life Member: The Institution of Engineers (India), Associate Member - 144236

• Associate Member in The Institute of Engineers (India) - AM3123947

Industry Training

• Wipro - TalentNext

Advanced Technology Certified Faculty [ATCF] Program on AI & ML – Project Title, Sentiment Analysis of College Survey using AI

• Wipro - TalentNext

Artificial Intelligence and Machine Learning

• Mahat Lab - Industry Training 

Mahat Citizen Developer – Level 1 using Mahat Low-code and No-code Platform

• Google Coursera

Google Data Analytics

·       Foundations: Data, Data, Everywhere

·       Ask Questions to Make Data-Driven Decisions

·       Prepare Data for Exploration

·       Process Data from Dirty to Clean

·       Analyze Data to Answer Questions

·       Share Data Through the Art of Visualization

·       Data Analysis with R Programming

·       Capstone: Complete a Case Study

• Wipro - TalentNext

Java Full Stack

Awards & Achievements

• Best faculty award for the academic year 2024 - 2025 from Nandha Engineering College, 2025.

•  Best Proctor Award from Nandha Engineering College, 2023.

•  NPTEL Topper in the courses Deep Learning, Machine Learning, Introduction to Internet of Things, Research  Methods In Health Promotion, NBA Accreditation and Teaching and learning in Engineering (NATE).

•  Acted as Resource Person for a Workshop on, Insights into Course Outcomes, Knowledge Level and Teaching Pedagogy, 2025.

•  Acted as Resource Person for an STTP program, Hands -on Training Programme on Mastering Essential Computer Skills, 2024.

•  An assignment on Design & Analysis of Algorithm was submitted to IIT- Kharagpur and obtained B Grade – May, 2015.