LAVANYA M

Highly motivated and passionate Assistant Professor in Computer Science with six years six months of teaching experience. Proven record of engaging students in lively classroom discussions. Currently pursuing a Ph.D. in B.S. Abdur Rahman Crescent Institute of Science and Technology with a focus on Prediction Analysis using Machine Learning, and Deep Learning.

Innovative Assistant Professor bringing proven success in implementing technology-based curriculum delivery and assessment tools. Passionate about fostering academic development and success for every student.

• Research on Prediction Analysis and going to presented paper on "Prediction of stock Price Using Machine Learning (Classification) Alogrithms" at the 2nd International Conference on Advances in Computing, Communication and Applied Informatics .
• "Stock Market Price Prediction Using Linear Regression Model" at the 2023 5th International Conference on Inventive Research in Computing Applications, utilizing Machine Learning Optimizing Paper is waiting for acceptance.
• Stayed current with advancements in the field of Prediction Analysis using AI, Machine Learning, and Deep Learning.
• Structural Query Language
• Artificial Intelligences
• 1. "Prediction of stock price using machine learning (classification) algorithms." 2023 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI). IEEE, 2023.
• 2. "Stock Exchange Price Prediction Using Linear Regression Model." 2023 5th International Conference on Inventive Research in Computing Applications (ICIRCA). IEEE, 2023.
• 3. "Advanced deep learning ensemble framework for stock price prediction using variational mode decomposition, bidirectional long short-term memory, and attention mechanism", "International Journal of Electronic Finance", 2025, https://www.inderscience.com/info/ingeneral/forthcoming.php?icode=ijef DOI:10.1504/IJEF.2027.10065389
• 4. "Multimodal Deep Learning Ensemble Framework for Accurate Stock Market Prediction Using Multisource Data", "International Journal of Computational and Experimental Science and Engineering", 2025, Volume 11, Issue 2, Pages3649-3659. https://ijicesen.com/index.php/ijicesen/article/view/2578
• 5. "Optimizing Data Quality for Enhanced Predictive Modeling in Financial Analysis Using Modified Multi-Layer Genetic algorithm (MML-GA)", "Nanotechnology Perceptions", 2024, Volume 20, Issue s16, Pages 1845-1862. https://nanontp.com/index.php/nano/article/view/4812
• 6. "Optimizing Computational Efficiency through Strategic Management of Machine Learning Techniques.", "International Journal of Critical Infrastructures " , 2025
• 1. One-day workshop on "Springer Nature Online Session on Scientific writing and publishing" conducted by Springer Nature, B.S.Abdur Rahman Crescent ISTon 20.02.2023
• 2. Five-day FDP on "DATA ANALYTICS AND TRANSFORMATION" conducted by the Department of Computer Applications, conducted byBON SECOURS COLLEGE FOR WOMEN, Bharathidasan University, Thanjavur from 27.03.2023 to 31.03.2023
• 3. Five-day FDP on "Data Science Specialization using Python" conducted by the Department of Computer Sciences, conducted byDr.SNS Rajalakshmi College of Arts and Science, Coimbatore from 19.06.2023 to 23.06.2023
• 4. One-day workshop on "Mathematical applications in data science" conducted by the Department of Mathematics &Actuarial Science, B.S.Abdur Rahman Crescent Institute of Science & Technology, Vandalur, Chennai from 31.01.2022.
• 5. Seven-day workshop on "Enhancing Professional Development for Meeting the Learner-Demands of 21st Century" conducted by the Faculty Development Programme, S.D.N.B.Vaishnav College for Women, Chennai from 15.09.2022 to 15.09.2022.
• 6. One-day workshop "Impact of Originality in Innovative Research" conducted by Office of Dean (Research), B.S.AbdurRahman Crescent Institute of Science & Technology in Collaboration with TURNITIN India Private Limited on 24.11.2022.
• 7. Five-day FDP on "Cyber Security-Premises Hacking" conducted by the E & ICT Academy, IIT Kanpur from 21.11.2022 to 25.11.2022
• 8. Two-day FDP on "Digital Skill Enhancement for Acadamics" conducted by the S.D.N.B.Vaishnav College for Women, Chennai from 15.12.2022 to 16.12.2022.
• 9. Five-day workshop on "SWAYAM MOOC-An Integral Part of Education" conducted by (A Digital Initiative) in collaboration with Indian Council of Social Science Research from 15.12.2022 to 16.12.2022.
• 10.One-day workshop on "Deep Learning and Data Analytics" conducted by Department of Artificial Intelligence in Association with IET Institute of Computer Science and Engineering, Saveetha School of Engineering, Chennai from 29.12.2021.
• 11.Webinar on "The importance of Ethical Hacking" conducted by the B.S.AbdurRahman Crescent Institute of Science and Technology, Vandalur, and Ethical Byte on31.08.2021.
• 12.Webinar on "Role of Big Data in Smart Healthcare" conducted by the B.S.AbdurRahman Crescent Institute of Science and Technology, Vandalur on 30.07.2021.
• 13. Online webinar on "Augmented Reality & Virtual Reality" conducted by theB.S.Abdur Rahman Crescent Institute of Science and Technology, Vandalur on24.07.2021.
• 14. One-dayFDP on "Application of Machine Learning" conducted by Department of Computer Science & Engineering, Shri Vishnu Engineering College for Women(A), Vishnupur from 15.06.2021 to 19.06.2021.
• 15.One-day FDP on "Present Challenges and opportunities in Indian business environment" conducted byS.D.N.B.Vaishnav College for Women, Chennai from 17.05.2020.
• 16.Five-day FDP on "Artificial Intelligence" conducted by Department of Information Technology, Anil Neerukonda Institute of Technology& Sciences in collaboration with BrainOVision& National Youth Council of India from 22.05.2020 to 26.05.2020.