M.Tech.: CSE, Amina Institute of Technology, JNTUH, 2012.
B.Tech.: CSE, Vaagdevi College of Engineerin, JNTUH, 2006.
Teaching Experience: 13 Years
Contact: +919491330609
BVRITN Employee ID: 800
JNTUH Registration ID: 09150328-171552
- Computational Intelligence (CI)
- Automated Cardiovascular Diagnosis Using AI, CNN Feature Fusion, and Ensemble ECG Classification – Patent Published on 14/11/2025.
- Smart Ensemble for Heart Disease Prediction Using Random Forest, XGBoost, MLP, LightGBM, and Logistic Regression – Patent Published on 14/11/2025.
- Intelligent Stacked Ensemble Framework for Optimized Heart Disease Prediction Using Random Forest, XGBoost, MLP, and LightGBM with Logistic Regression as Meta-Estimator – Patent Published on 29/11/2024.
- Production and Detection of Deep Fakes Using Deep Learning – Patent Published on 20/09/2024.
- Cardiovascular Disease Utilizing Machine Learning Classifiers – Patent Published on 08/03/2024.
- Thoutireddy, Shilpa, and T. Priyanka. “Squeeze-ICNN Architecture for Cardiovascular Disease Detection Using ECG Image: Training of Shape, Deep, and LGXP Feature Extractors.” International Journal on Smart Sensing and Intelligent Systems, Vol. 19, No. 1, 2026.
- Thoutireddy Shilpa and Priyanka T. “Enhancing Cardiovascular Disease Detection with SMOTE-Boosted Stacking Ensembles and Hybrid Feature Selection.” Journal of Innovative Image Processing, Vol. 7, No. 3, September 2025.
- Reddy N.N.; Nipun L.; Baba M.U.; Rishindra N.; Shilpa T. “Multi-Class Heart Disease Detection using ECG Images via Deep CNN Feature Extraction and Ensemble Stacking.” Journal of Innovative Image Processing, Vol. 7, pp. 876–901, 2025.
- Thoutireddy Shilpa; Rajib Debnath. “A Hybrid Feature Selection with Data-Driven Approach for Cardiovascular Disease Prediction Using Machine Learning.” IAES International Journal of Artificial. Intelligence (IJ-AI), 2025.
- Thoutireddy Shilpa. “Automatic Railroad Level Crossing Systems Using AGM Technologies.” Indian Journal of Computer Science and Engineering (IJCSE), ISSN: 0976-5166, Vol. 8, No. 5, Oct–Nov 2017, p. 557.
- Shilpa, T., Nagarjuna Reddy, N., Maddula, S., … Deepika, P., Nipun, L. “Enhancing Thyroid Cancer Diagnosis with Ensemble Machine Learning Techniques.” Recent Trends in VLSI and Semiconductor Packaging, pp. 421–430, 2025.
- Shilpa, T., Emmadi, B., Gollapally, S., … Gandla, A., Deshavath, N. “Deep Learning-Based Brain Tumor Detection Using YOLOv8: A Comprehensive Study.” Lecture Notes in Networks and Systems (LNNS), Vol. 1245, pp. 307–316, 2025.
- Shilpa, T., Nagarjuna Reddy, N., Nipun, L., … Maddula, S., Deepika, P. “A Novel Ensemble Approach for Enhanced Heart Disease Prediction.” Recent Trends in VLSI and Semiconductor Packaging, pp. 411–420, 2025.
- Reddy N.N.; Lingadally N.; Shereesha M.; Shilpa T. “A Comprehensive Ensemble Approach with Real-Time Performance Metrics for Heart Failure Prediction.” 2024 1st International Conference for Women in Computing (INCOWOCO 2024) Proceedings, 2024.
- Avanija J.; Shilpa T.; Rao C.M.; Yamsani N.; Raju K.S. “Hand Gesture Recognition Using a Deep Learning Model.” Information and Knowledge Systems, pp. 147–159, 2023.
- Compiler Design – NPTEL Online Certification, Elite, Jan–Apr 2026.
- Programming in Modern C++ – NPTEL Online Certification, Elite, Jul–Oct 2025.
- Programming in Java – NPTEL Online Certification, Silver, Jan–Apr 2025.
- Introduction to Automata, Languages and Computation – NPTEL Online Certification, Silver, Jan–Apr 2024.
- Python for Data Science – NPTEL Online Certification, Elite, Jan–Feb 2022.
- Introduction to Programming in C – NPTEL Online Certification, Elite, Jul–Sep 2019.
- Problem Solving Through Programming in C – NPTEL Online Certification, Elite, Jul–Oct 2019.
- Software Test Automation with Selenium – Faculty Development Program/Training Program, conducted through Digital Platform, 27-Nov-2023 to 01-Dec-2023.
- Virtual Labs – Faculty Development Program, conducted virtually on 26th, 27th, and 29th September 2023 as part of the PALS VLAB 2023–24 Initiative with NITK Surathkal.
- Cloud Infrastructure (AWS) – Training Program organized by Brainovision Solutions India Pvt. Ltd., 21st–25th August 2023.
- Advanced Deep Learning Certification – December 2019.
- Machine Learning Using Python – September 2019.
- Data Science and Big Data Analytics – August 2019.