
Jyoti Raghavendra Munavalli
Designation :Associate Professor
Area of specialization :AI and Health informatics
Date of Joining BNMIT : 2/26/2018
Nature of Association (Regular/Contractual/Adjunct) : Regular
E-mail Id : jyotirmunavalli@bnmit.in
No. of years of Experience : 16 years
Qualification: PhD, M.Tech., B.E.
Degree | Institution | Month & Year of Passing |
PhD | Maastricht University, Maastricht, Netherlands | Nov 2017 |
M.Tech in Digital Electronics & Communication | AMC Engineering College, Bangalore | Sept 2009 |
B.E. in Electronics & Communication | Rural Engineering College, Hulkoti, Gadag | Sept 2001 |
Experience : Teaching : 16 years
Teaching : 9+ years
Research : 11+ years
Sl No | Designation | Institution | Duration |
1 | Associate Professor, Dept. of ECE | BNMIT, Bangalore | Feb 2018 – till date |
2 | Asst. Professor, Dept. of Health IT | Institute of Health Management and Research, Bangalore | 5 months |
3 | Research Associate | Maastricht University, Netherlands | 4 years |
4 | Research Associate | PES Institute of Technology, Bangalore | 3 years |
5 | Lecturer, Dept. of Telecommunication (M. Tech -DEC), | AMC Engineering College, Bangalore | 1 year
|
6 | Lecturer, Dept. of ECE | Islamiah Institute of Technology, Bangalore | 2 years |
7 | Lecturer, Dept. of ECE | Dayanand Sagar College of Engineering, Bangalore | 6 months
|
8 | Lecturer, Dept. of ECE
| Oxford Polytechnic College, Bangalore | 1.2 years |
9 | Lecturer, Dept. of Computer Science
| Anjuman-E-Islam Polytechnic College, Gadag | 3 months |
Responsibilities
College Level
- Research Coordinator, Sept 2022 – till date
- BNMIT Chronicle, Nov 2021- till date
- NAAC Coordinator-July 2021-July 2022
- Newsletter Coordinator, July 2018-August 2021
- SPOC, website, August 2020-till date
- Test Coordinator, July 2018-June 2019
- ISTE Coordinator, Feb 2018-July 2019
- T5 mentor, Feb 2019-June 2019
- Convener, FDP on “Research Trends in Biomedical Applications”, 22-26 Oct 2021.
- Member, organizing committee, FDP on “Antenna Design and Printing for Practical Applications”, 25-30 June 2021.
- Organized a webinar on “Healthcare Industry 4.0” in collaboration with IIHMR for students and faculty of BNMIT, IIHMR and other colleges, 26th April 2021
- Organized a webinar on “Demystifying COVID-19: The pandemic, opportunities and coping strategies” in collaboration with IIHMR for students of BNMIT, IIHMR and other colleges, 14th August 2020.
- Member, organizing committee, FDP on “Antenna Design and Printing for Practical Applications”, 25-30 June 2021.
- Member, organizing committee, FDP on “Digital Design Flow using Xilinx and MATLAB Tools for Image Processing Applications”, Jan 2020.
- Core member (mentor) in the inter-collegiate event “Prodothon” on 14 November 2019.
- Member, organizing committee, Symposium on “Nanotechnology & its applications”, 20th & 21st September 2019.
- Member, organizing committee, FDP on “IoT based Project Design and Development”, July 2019
- Organized workshop on “How to Learn?” for T5 mentors, Feb 2018..
Department Level
- NAAC Coordinator-July 2021-till date
- Newsletter Coordinator, July 2018-August 2021
- SPOC, website, August 2020-till date
- Test Coordinator, July 2018-June 2019
- ISTE Coordinator, Feb 2018-July 2019
- T5 mentor, Feb 2019-June 2019
- Convener, FDP on “Research Trends in Biomedical Applications”, 22-26 Oct 2021.
- Member, organizing committee, FDP on “Antenna Design and Printing for Practical Applications”, 25-30 June 2021.
- Member, organizing committee, FDP on “Antenna Design and Printing for Practical Applications”, 25-30 June 2021.
- Member, organizing committee, FDP on “Digital Design Flow using Xilinx and MATLAB Tools for Image Processing Applications”, Jan 2020.
- Core member (mentor) in the inter-collegiate event “Prodothon” on 14 November 2019.
- Member, organizing committee, Symposium on “Nanotechnology & its applications”, 20th & 21st September 2019.
- Member, organizing committee, FDP on “IoT based Project Design and Development”, July 2019
Awards and Achievements
- Received Appreciation letter for securing more than 90% in self appraisal for the year 2018-19, 2019-20 and 2020-21.
- Participated as Faculty mentor for three teams with ids: 983773, 1522593 and 1080993 in DST and Texas Instruments India Innovation Challenge Design Contest 2019 powered by AICTE and NSRCEL@IIMB.
- Scholarship for Ph.D., Maastricht University, Netherlands.
- Received merit prize for scoring highest in Kannada and Social Studies in 10th Standard (Loyola High School)
- Secured second rank for state in Kannada competitive exam, 1994.
- Received Appreciation letter from BNMIT management for the year 2018-19, on 5th Sept 2020.
- Certificate as Faculty mentor for three teams with ids: 983773, 1522593 and 1080993 in DST and Texas Instruments India Innovation Challenge Design Contest 2019 powered by AICTE and NSRCEL@IIMB.
- Scholarship for Ph.D., Maastricht University, Netherlands.
- Received merit prize for scoring highest in Kannada and Social Studies in 10th Standard (Loyola High School)
- Secured second rank for state in Kannada competitive exam, 1994.
Reviewer for
- International Journal of Healthcare Management (IHM)
- Health Informatics Journal (HIJ)
- International Journal of Healthcare Information Systems and Informatics (IJHISI)
Editorial Board Member in
- Journal of Data Science and Decision Making (DSDM)
- Associate Editor for the special issue “Real-Time Planning and Control in Health Care” in Frontiers in Health Services
Invited Talks Delivered:
1. Session Chair, International Conference on Computational Methods and Data Engineering (ICCDME 2021) organized by Vellore Institute of Technology during 25-26 Nov 2021.
2. Talk on “Exploring Data Science” during IEEE-VDIT Webinar organized by KLS- Vishwanathrao Deshpande Institute of Technology, Haliyal on 21st June 2021.
3. Talk on “Trends: Healthcare Industry 4.0” during the webinar organized by IIMHR and BNMIT on 26th April 2021.
4. Talk on “Exploring Data Science” during IEEE-KSIT Webinar on 4th July 2020.
5. Resource person for ISTE Online Workshop on “Introduction to Data Science using Python” by BNMIT on 4th and 5th June 2020.
6. Talk on “Why should you be learning Data Science at this time?” during IEEE-BNMIT Webinar Series on 29th May 2020.
7. Talk on “Tools for Quality Management in Hospitals” at IHMR, Bangalore, Sept 2019.
8. Talk on “Research Methodology-Design” during IEEE workshop at BNMIT on 4th Oct 2018.
9. “Case Study and Hands on Training on TQM Tools” on 21 Sept 2018, IHMR, Bangalore.
10. Hands-on Training for professionals Management on “Operations Tools and Quality Management Tools” at IHMR, Bangalore, 2018.
11. Talk on “Data Analysis” in IHMR, Bangalore, 2018.
12. Talk on “Hospital Management System and HMIS” at State Institute of Health & Family Welfare (SIHFW), Bangalore, 2018
13. Talk on “Real-time workflow optimizations” at Aravind Eye Hospitals, Madurai, April 2015.
Teaching: Expertise / list of subjects handled
UG : Python Application Programming, Network and Cyber Security, Computer Organization and Architecture, Computer Communication Networks, Management & Entrepreneurship Development, Electronic Instrumentation, Logic Design/Digital Electronics, Microprocessor-8085,8086, IBMPC, Antennas & Propagation, Wireless communication, Microwave & Radar, Operations Research & Management, Project Management, Software Engineering, C++, Simulation, Embedded System Design, Biomedical Instrumentation, Operating Systems, Digital Communication, Microelectronics circuits.
PG : CMOS VLSI, Advanced VLSI, Advances in VLSI Design.
Software : Matlab, Mathematica & workbench, Data Analysis, Statistical Tools, Eclipse -Java, Network Simulator, Python, LaTeX, Automated testing tools.
- Research Interest:
- Real-time scheduling and tracking systems
- Health Informatics
- Operations Research & Management
- Multi-Agent System Modelling
- Artificial Intelligence
- Smart devices
- Data Science and Analytics
- Prediction modelling
- Biomedical Applications
- Funding Received:· Detachable Smart Faucet Device funded by IEDC -DST-2018-19.· Interactive Health-bot funded by IEDC -DST-2019-20
- Patent : Patent published with number 201941027532 for Detachable Smart Faucet Device.Patent published with number 202241014404 for a Smart Yoga Instructor device for guiding and correcting yoga posture of a user in real-time.Copyright applied with 1756/2022-CO/SW for Smart Yoga Instructor program/code for estimating and correcting Yoga Posture in real time (quadrant-based correction) using Python
- Recognized Research Guide/Supervisor in VTU, Belgaum.
1.Journals (International)
- Jyoti R. Munavalli, Shyam Vasudeva Rao, Aravind Srinivasan, G. G. Van Merode, “Dynamic Layout Design Optimization to Improve Patient Flow in Outpatient Clinics using Genetic Algorithms”, Algorithms, March 2022. (Scopus & Web of Science indexed)
- Jyoti R. Munavalli, P. A. Vijaya, Priya R. Sankpal, “A Qualitative Analysis on Management Studies for Engineering Students”, Journal of Engineering Education Transformations, Volume 35, Issue 2, Oct. 2021, 91-96. (Scopus indexed)
- Jyoti R. Munavalli, Rashmi Deshpande, “Pattern Recognition for Data Retrieval using Artificial Neural Network”, Journal of University of Shanghai for Science and Technology, Vol. 23, Issue 6, June 2021, 1436-1447.
- Jyoti R. Munavalli, Shyam Vasudeva Rao, Aravind Srinivasan, G. G. Van Merode, “Workflow-Based Adaptive Layout Design to Improve the Patient Flow in the Outpatient Clinics”, Annals of the Romanian Society for Cell Biology, Apr. 2021, pp. 8249-57. (Scopus indexed)
- Rachana G Kummar, Suhas J Shetty, Vismith Upadhya P J, Jyoti R Munavalli, “Brain Computing Interface – Applications and Challenges”, IOSR Journal of Computer Engineering, Volume 23, Issue 2, Ser. III (Mar. – Apr. 2021), pp. 29-40.
- Deepali B K, Chethana Saligram, Gowri K S, J Ajay Kumar, Jyoti R Munavalli, “Voice Controlled Personal Health Assistance Device using Natural Language Processing and Random Forest Disease Classifier”, Journal of Critical Reviews 7 (15), 2020, 3255-3265 (Scopus indexed)
- Akshatha Pramod, Deeksha.R, Neha H.C, Jyoti R Munavalli, “Automated Real-Time Locust Management using Artificial Intelligence”, International Journal of Engineering Applied Sciences and Technology, 2020 Vol. 5, Issue 4, ISSN No. 2455-2143, Pages 133-138.
- Rachana R. Vaidya, Aashvi Nagendra, Shreyas B., Jyoti R. Munavalli, “Predictive and Comparative Analysis for Diabetes using Machine Learning Algorithms”, International Journal of Advanced Science and Technology, 2020, 29(3), pp. 14407 – 14416. (Scopus indexed)
- Swathi Dayanand, Varshitha K R, Rohini T, Yashajyothi M Shirur, Jyoti R Munavalli. “Low Power High Speed Vedic Techniques in Recent VLSI Design – A Survey”, Perspectives in Communication, Embedded Systems and Signal Processing (PiCES) – An International Journal, 2020.
- Chethana Saligram, Deepali B K, Gowri K S, J Ajay Kumar, Jyoti R Munavalli, “Symptoms Extraction from a Voice Input using Natural Language Processing”, International Journal of Engineering Research & Technology, Vol. 9, No. 4, April 2020.
- Jyoti R Munavalli, Shyam Vasudeva Rao, S. Aravind, G.G van Merode, “An intelligent real-time scheduler for out-patient clinics: A multi-agent system model”, Health Informatics Journal, Vol. 26, No. 4, 2020 (Scopus indexed & Web of Science)
- J Ajay Kumar, Girish P Kulkarni, Jyoti R Munavalli, “Recent Trends and Developments in Computer Networks: A Literature Survey”, International Journal of Advances in Electronics and Computer Science, Vol. 6, No. 9, Sept 2019.
- Jyoti R Munavalli, Shyam Vasudeva Rao, S. Aravind, G.G van Merode, “Integral patient scheduling in outpatient clinics under demand uncertainty to minimize patient waiting times”, (Online first 8 March 2019), Health Informatics Journal, Vol. 26, No. 1, 2020. (Scopus indexed & Web of Science)
- Jyoti R Munavalli, “Are we not losing that humane touch in healthcare?”, Journal of Multidisciplinary Research in Healthcare, Vol. 5, No. 1, Oct 2018.
- Jyoti R Munavalli, Veena S Murthy, “An Impact of Healthcare Innovations on Big-data and VLSI Trends”, International Journal of Advanced Research Trends in Engineering and Technology, Vol. 5, No. 7, 2018.
- Jyoti R Munavalli, Real-time Scheduling in Outpatient clinics, Maastricht University, 2017.
- Jyoti R Munavalli, Shyam Vasudeva Rao, S. Aravind, Usha Manjunath, G. G. van Merode, “A robust predictive resource planning under demand uncertainty to improve waiting times in outpatient clinics”, Journal of Health Management, Vol.19, No.4, 2017. (Scopus & Web of Science indexed)
- Jyoti R Munavalli, Shyam Vasudeva Rao, S. Aravind, G. G. van Merode, “Optimization in Workflow Management: Ophthalmology”, Journal of Health Management, Vol. 18, No.1, 2016. (Scopus & Web of Science indexed)
- Jyoti R Munavalli, Frits van Merode, Shyam Vasudeva Rao, A. Srinivas, “Healthcare of India: Today and Tomorrow”, International Journal of Innovative Research and Development, vol.3, 2014.
- Jyoti R Munavalli, Frits van Merode, Shyam Vasudeva Rao, “Challenges in Healthcare”, Express Healthcare, May 2014, 36-38
2.Conference
International
- Jyoti R. Munavalli, Frits van Merode, “Image Processing for Patient Pathway Optimization”, International Conference on Computational Methods and Data Engineering (ICCMDE2021), Vellore Institute of Technology, Tamilnadu, Nov 25-26, 2021.
- Sailesh R, Sree Madhumitha Seemakurthi, Sirish Ambarish, Jyoti R. Munavalli, “AutoNav: A Lane and Object Detection Model for Self-Driving Cars”, International Conference on Computational Methods and Data Engineering (ICCMDE2021), Vellore Institute of Technology, Tamilnadu, Nov 25-26, 2021.
- Rachana G. Kummar, Suhas J. Shetty, S. N. Vishwas, P. J. Vismith Upadhya, Jyoti R. Munavalli, “Edu-bot: An AI based Smart Chatbot for Knowledge Management System”, 2021 IEEE International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS), 2021, pp. 1-6, doi: 10.1109/CSITSS54238.2021.9683011 (Scopus indexed).
- Sai Priya Nalluri, Reshma. L, Jyoti R. Munavalli, “Evaluation of Virtual Reality opportunities during Pandemic”, 2021 6th International Conference for Convergence in Technology (I2CT), 2021, pp. 1-6, doi: 10.1109/I2CT51068.2021.9418003.(Scopus indexed)
- Jyoti R Munavalli, Shyam Vasudeva Rao, A. Srinivas, S. Aravind, Frits van Merode, “Takt-Time Based Resource Optimization Model to Minimize Patient Wait Time in a Hospital” at EURO (European Conference on Operations Research) XV, Vilnius, Lithuania 2012.
National
- Swetha Rani, Jyoti R Munavalli, “An efficient hardware design of an elliptic curve cryptosystem on FPGA” in a national level technical symposium in Shirdi Sai Engineering College, Bangalore, 2010.
- Jyoti R Munavalli, “Processing of Bit-Map Image Data for Pattern Recognition using Artificial Neural Network” at a Conference in New Horizon College of Engineering, Bangalore, 2009.
3.Book
Book Chapter:
- Jyoti R. Munavalli, Henri J. Boersma, Shyam Vasudeva Rao and G. G. van Merode, book chapter titled “Real-Time Capacity Management and Patient Flow Optimization in Hospitals Using AI Methods” in Artificial Intelligence and Data Mining in Healthcare, Springer Nature Switzerland AG, Springer International Publishing, Edition 1, 2020.DOI: 10.1007/978-3-030-45240-7
- Madhumitha, S.S., Sailesh, R., Sirish, A., Munavalli, J.R. (2023). AutoNav: A Lane and Object Detection Model for Self-Driving Cars. In: Asari, V.K., Singh, V., Rajasekaran, R., Patel, R.B. (eds) Computational Methods and Data Engineering. Lecture Notes on Data Engineering and Communications Technologies, vol 139. Springer, Singapore. https://doi.org/10.1007/978-981-19-3015-7_17
Hobbies : Reading, travelling
Sports : Chess, badminton, carom
Music : Enjoy listening music and singing, but not a trained musician.