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Dr. Gomathi T
Associate Professor & HoD
Department of Computer Applications
CMR Institute of Technology, Bengaluru
Proprietor: Ryanam Learning Solutions, Bengaluru.
E-mail ID: hod.mca@cmrit.ac.in
Brief Profile
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15+ years of teaching experience and heading Department of Computer Applications since 2015.
Designed and developed web applications using .NET, automation projects using RPA and research projects using Process Mining.
Experience in handling mid-sized teams (20 members) in training environment.
Strong expertise in understanding and developing course contents.
Trained faculties through AICTE sponsored Faculty Development Programme.
Published research papers indexed in Scopus.
Received “Exceeding Expectation Award” for the year 2018 and 2019.
Received excellence award for Training and Development in the year 2020.
Thesis Title
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An Empirical Study on Perceiving Learning Analytics using Mining Techniques for Self-Paced Learning Environment.
Technical Skills
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Strong problem solving and analytical skills.
Hands-on experience in UiPath.
Good knowledge of the RPA lifecycle and how to produce automation.
Good exposure to SQL databases.
Knowledge to design technical specification document (human path and automation path) for RPA Projects
Knowledge on Process mining tools and hands-on in Education domain.
Developed and Designed Learning applications.
Areas of Interest in Teaching
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Big Data Analytics, Object Oriented Modeling and Design Patterns, Database Management System, .NET, Computer Organization, Software Testing.
Areas of Interest in Research & Development
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§ Learning Analytics
§ Process Mining
§ Application development using C#.NET
§ Robotics Process Automation
Research Publications
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Thiyagarajan, Gomathi, V. Vijayalakshmi, and Ramkumar Viswanathan. "An approach to evaluate the resilience of AI models to adversarial attacks with property-based testing." AIP Conference Proceedings. Vol. 3075. No. 1. AIP Publishing, 2024.
G. Thiyagarajan and V. Vijayalakshmi, "Classification of Land Cover using Machine Learning Models in Landsat Satellite Data," 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), Kamand, India, 2024, pp. 1-6, doi: 10.1109/ICCCNT61001.2024.10725490.
V. V and Gomathi Thiyagarajan, "A Comprehensive Study on Earth System Science using Machine Learning and Process Mining," 2023 4th International Conference on Communication, Computing and Industry 6.0 (C216), Bangalore, India, 2023, pp. 01-07, doi: 10.1109/C2I659362.2023.10430879.
Gomathi Thiyagarajan and P. S, "Predictive Monitoring of Learning Processes," 2023 International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), Bengaluru, India, 2023, pp. 451-456, doi: 10.1109/IDCIoT56793.2023.10052784.
Gomathi Thiyagarajan, Prasanna, S. (2023). Process Mining-Based Behavioral Modeling of Learners in Self-paced Learning Environment. In: Ray, K.P., Dixit, A., Adhikari, D., Mathew, R. (eds) Proceedings of the 2nd International Conference on Signal and Data Processing. CSDP 2022. Lecture Notes in Electrical Engineering, vol 1026. Springer, Singapore. https://doi.org/10.1007/978-981-99-1410-4_11
Gomathi Thiyagarajan, P. S and V. V, "Process Mining based Student's Behavioural modeling for Online Assessment," 2022 3rd International Conference on Communication, Computing and Industry 4.0 (C2I4), Bangalore, India, 2022, pp. 1-6, doi: 10.1109/C2I456876.2022.10051327.
Gomathi Thiyagarajan and P. S, "A Process Mining approach to analyze learning behavior in the flipped classroom," 2021 2nd International Conference on Communication, Computing and Industry 4.0 (C2I4), 2021, pp. 1-7, doi: 10.1109/C2I454156.2021.9689228.
Gomathi Thiyagarajan and V. L. Helen Josephine, "A systematic review on how blockchain unlock business values," 2021 Fifth International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC), 2021, pp. 1-4, doi: 10.1109/I-SMAC52330.2021.9640726.
Gomathi Thiyagarajan et al."Automation of discussion board evaluation through keyword extraction techniques: a comparative study," IOP Conf. Ser.:Mater. Sci. Eng. 2021.1131 012017
G. Lakshmi and Gomathi Thiyagarajan, "Decentralized Energy To Power Rural Homes Through Smart Contracts And Carbon Credit," 2021 7th International Conference on Electrical Energy Systems (ICEES), 2021, pp. 280-283, doi: 10.1109/ICEES51510.2021.9383683.
N. A. N, V. Ilango, and Gomathi Thiyagarajan, Secure Agritech Farming Using Staging Level Block chaining and Transaction Access Control Using Micro QR Code, 2020 4th International Conference on Computer, Communication and Signal Processing (ICCCSP), Sep. 2020.
Gomathi Thiyagarajan , Prasanna S.(2020). LEARNING ANALYTICS INTERVENTIONS AND CHALLENGES: A TECHNICAL PERSPECTIVE. PalArch’s Journal of Archaeology of Egypt / Egyptology, 17(9),6777 - 6786.
Patent Published
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202441003029 - PassionPulse: Elevating Music Passion with IoT
202241034465 - Chess Companion - A Voice Assisted Smart Tutor
202341017900 - PathXpert – System for Predicting and Prescribing Personalized Learning Paths
202041039339 - Ambiguity Testing for Security Requirements
202041039537 - Seed Packaging using Soluble Film
Project Experience
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Designed and developed a web based application to support Flipped Classroom pedagogy to enhance learning experience.
Designed Workflow using UiPath to automate data entry for web application.
Designed and Developed chatbot using Google Dialog Flow for automating hall booking in campus.
Used Process Mining tool ProM and pm4py packages to mine the event logs on educational dataset and evaluated the various process mining algorithms on the time-stamped data.
Presented, designed and lead the team for developing projects under Innovation &Entrepreneurship.
MooC Certification
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Successfully completed a 12-week NPTEL Online Certification course in Learning Analytics Tools, organized by IIT Bombay, achieving a consolidated score of 90% and ranking in the top 2% of participants in the year 2023.
Successfully completed an 8-week NPTEL Online Certification course in Big Data Computing, organized by IIT Kanpur, earning a consolidated score of 83% and placing in the top 5% of participants in the year 2024.
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