Academic Profile

• Pursuing Ph.D. in the area of Deep Learning.
  
  

• M.E. in Computer Science and Engineering from KSR College of Technology, Tiruchengode, with 9.5 CGPA (First Class with Distinction).
  
  

• B.Tech. in Information Technology from Velalar College of Engineering and Technology, Erode, with 81% (First Class with Distinction).
  
  

Professional Experience

• Assistant Professor in the Department of Computer Science and Engineering, Nandha Engineering College, Erode, from 2022 till present.

• Web Developer in Adorn Consultants Pvt Ltd, Coimbatore from 2015 to 2022.

• Assistant Professor in the Department of Computer Science and Engineering, Nandha Engineering College, Erode, from 2012 to 2013.

Scopus Indexed Research Articles

• 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

• 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

• Geetha, S; Maheswari, 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

• Shanmugam, Geetha; Balusamy, Deepa; 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

• Geetha, S; Deepa, B; 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

• S. Geetha,B. Deepa,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

• Geetha, S; Logeswaran, K; Sah, Swati; Savitha, S; Naganathan, Suresh Babu Thandullu; Jagan, B; Maiyarasu, P; Optimized Machine Learning Models for Diabetes Prediction-Hyperparameter Tuned Comparative Study 2025 11th International Conference on Communication and Signal Processing (ICCSP) 486-491 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

• Geetha, S; Raji, V; Devi, R Sahila; Muthumanickam, S; Karthick, S; Chandra, R Jeya; Timely Lung Cancer Detection Using a Modified Convolutional Neural Network 2025 International Conference on Engineering Innovations and Technologies (ICoEIT)   1211-1216 2025 IEEE

• Geetha, S; Deepa, B; 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

• Geetha, S; Gomathi, V; Monisha, V; Paranjothi, P; Veewin, V; Prathip, S; Speech Enabled Drug Safety System: Detecting Banned and Excessive Dosage from Prescription 2025 International Conference on Sustainable Communication Networks and Application (ICSCN) 13-17 2025 IEEE

• Geetha, S; Eswari, KE; Deepa, B; 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

• Geetha, S; Deepa, B; 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; Kannan, Thanush; Santhosh, R; Niranjan, A Pious; Raj, N Dhanush; Ramesh, L; Kavitha, T; Bronson, Anton Xavier; Priyadarshini, V; Panneerselvam, Amudhan; AI-Driven Smart Safety Framework for Community Protection 2025 International Conference on Data Science and Business Systems (ICDSBS) 1-7 2025 IEEE

• Geetha, S; Maheshwari, R; Nithya, T; Kokilavani, T; Keerthana, NV; Sathyasutha, P; Amruthavarshini, B; Data Poisoning Attacks in Federated Learning and Mitigating Label-Flipping Attacks with MSCDFL Adversarial AI and Data Poisoning in Federated Learning   97-130 2026 IGI Global Scientific Publishing

• 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

• S., Geetha; R., Sangeetha; V., Leela; Building a Sustainable Future at the Intersection of Semiconductors, Energy, and AI Harnessing Particle Swarm Optimization for Smarter Energy Distribution in Microgrids   59-88 2026 IGI Global

• Geetha, S; Mythily, V; Mageswari, A; Nishanth, JS; Rakshitha, V; Ramanidharan, G; Intelligent IoT-Based Fish Feeding System Using Species Recognition and Predictive Feeding Models 2026 IEEE 15th International Conference on Communication Systems and Network Technologies (CSNT) 1093-1097 2026 IEEE

• Geetha, S; Leela, V; Abinaya, R; Mahira, K Aayisha; Harinivya, M; Sowmiya, M; Road Damage Detection Using Deep Convolutional Neural Networks 2026 IEEE Madhya Pradesh Section Conference (MPCON) 574-579 2026 IEEE

Book Chapter Publication

• Geetha, S; Marimuthu, CN; Rajendran, Sree Ranjani; Advanced Kidney Disease Classification Using Moth Fly Optimized Deep Convolutional Neural Network Synergizing Data Envelopment Analysis and Machine Learning for Performance Optimization in Healthcare   235-256 2025 IGI Global Scientific Publishing

• 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

Patent Published

• Wireless networking device for Controlling home appliances (Granted)                           

Design Number 402275-001

Class 14-03

• IoT-Based Agricultural Monitoring and Automation System                                             Application No:202541034274 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.

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

Professional Society Membership

• IEEE Computational Intelligence Society.

• Associate Member in The Institute of Engineers (India)- AM3124358

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

Awards & Achievements

• Best Innovative Teaching faculty award for Artificial Intelligence and Machine Learning Course for converting mini projects into paper from Nandha Engineering College ,2025.

• Best Proctor Award from Nandha Engineering College,2023.

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

• Recipient of Best Outgoing Sports Women Award 2009 from Velalar College of Engineering   and Technology,2009.

• Acted as Resource person for the Workshop on Insights into Course Outcomes, Knowledge   Level and Teaching Pedagogy, Nandha Engineering College, 2025.

• Acted as Resource person for the STTP on Hands-on Training Programme on Mastering    Essential Computer Skill Nandha Engineering College,2024.