MRUDULA G B
Kozhikode
Summary
Positive and organized educator with strong academic research and teaching skills. Possesses deep subject matter expertise and the ability to deliver effective lectures. Committed to creating an enriching learning environment, and enhancing success through student-centered teaching approaches.
Overview
7
7
years of professional experience
Work History
Teaching Assistant
Amrita Vishwa Vidyapeetham
10.2023 - 02.2024
- Assisted laboratory sessions across multiple subjects as part of PhD scholarship responsibilities.
- Supported faculty by mentoring students to enhance learning outcomes.
- Evaluated experiments to provide constructive feedback and improve methodologies.
- Assisted laboratory subjects:
1. Analog Electronics laboratory
2. Digital Electronics Laboratory.
3. Digital Signal Processing.
4. Machine Learning and AI.
5. Electronics Systems Laboratory.
Biomedical Observer
Starcare Hospital Kozhikode Pvt Ltd.
09.2016 - 05.2017
- Worked as a Biomedical Observer for 8 months in the Biomedical Engineering Department, Starcare hospitals Kozhikode Pvt Ltd with responsibilities including daily testing and calibration of medical equipment, maintaining documentation, and providing technical support for departmental operations.
Education
Ph.D. - Biomedical Signal Processing And Machine Learning
Amrita Vishwa Vidyapeetham
Tamil Nadu, India06-2026
Master of Technology (M.Tech) - Biomedical Engineering
Amrita Vishwa Vidyapeetham
Tamil Nadu, India06-2019
Bachelor of Technology (B.Tech) - Electronics and Biomedical Engineering
Cochin University of Science And Technology (CUSAT)
Kerala, India06-2016
Higher Secondary Education (HSE) -
Kerala State Board of Education
Kerala, India2012
Secondary School Leaving Certificate (SSLC) -
Kerala State Board of Education
Kerala, India2010
Skills
- Verbal communication
- Prioritization and scheduling
- Biomedical data analysis
- MATLAB programming
- Python programming
- Computational tools proficiency
- Microsoft Office and LibreOffice skills
- Scholarly research
- Project documentation
- Virtual learning resources
Languages
Malayalam
First Language
English
Proficient (C2)
C2
Hindi
Intermediate (B1)
B1
Publications
- Covariance normalization and bottleneck features for improving the performance of sleep apnea screening system., Mrudula, G. B ., and C. Santhosh Kumar, 2021 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER), 286-291, IEEE, 2021
- Feature normalization for improving the performance of sleep apnea detection system., Mrudula, G. B. , H. Haritha, C. Santhosh Kumar, A. Anand Kumar, and Siby Gopinath, 2018 15th IEEE India Council International Conference (INDICON), 1-5, IEEE, 2018
Co-authored publications
- Improving the Performance of ECG based Sleep Apnea Screening System using Signal Decomposition and Decision Fusion., Lavanya, S., C. Santhosh Kumar, G. B. Mrudula , Siby Gopinath, and A. Anand Kumar, 2023 Third International Conference on Secure Cyber Computing and Communication (ICSCCC), 184-189, IEEE, 2023
- Improving Sleep Apnea Screening with Variational Mode Decomposition and Deep Learning Techniques., Manasa, C. Sai, K. T. Sreekumar, G. B. Mrudula , and C. Santhosh Kumar, Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems: ICCCES 2022, 415-428, Springer Nature Singapore, 2023
- Improving the Performance of Sleep Apnea Screening System using Wavelets and Bottleneck Feature Fusion., C. Srinidhi, C. Santhosh Kumar, G. B. Mrudula , P. Muralidharan, S. Gopinath and A. Anand Kumar, 2022 International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER), Shivamogga, India, 2022, 261-265
- Heart rate variability as a tool for predicting epileptic seizures., Shridharani, Akash, Siby Gopinath, Anand Kumar, and G. B. Mrudula , Clinical Neurophysiology, 132, 8, 2021, e71
- Bottleneck HRV Features for Screening Sleep Apnea Disorder., Kumar, C. Santhosh, C. Balakavinya, and G. B. Mrudula , 2021 12th International Conference on Computing Communication and Networking Technologies (ICCCNT), 01-04, IEEE, 2021
- In-silico modeling of sleep stage classification system using covariance normalization., Gautam, Nishant, G. B. Mrudula , and C. Santhosh Kumar, International Conference on Communication, Computing and Electronics Systems: Proceedings of ICCCES 2020, 103-112, Springer Singapore, 2021
- Sleep apnea classification using deep neural network., Vattamthanam, Shyam, G. B. Mrudula , and C. Santhosh Kumar, 2020 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER), 133-136, IEEE, 2020
Timeline
Teaching Assistant
Amrita Vishwa Vidyapeetham
10.2023 - 02.2024
Biomedical Observer
Starcare Hospital Kozhikode Pvt Ltd.
09.2016 - 05.2017
Ph.D. - Biomedical Signal Processing And Machine Learning
Amrita Vishwa Vidyapeetham
Master of Technology (M.Tech) - Biomedical Engineering
Amrita Vishwa Vidyapeetham
Bachelor of Technology (B.Tech) - Electronics and Biomedical Engineering
Cochin University of Science And Technology (CUSAT)
Higher Secondary Education (HSE) -
Kerala State Board of Education
Secondary School Leaving Certificate (SSLC) -
Kerala State Board of Education
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