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ATME College of EngineeringFaculty MembersAssociate ProfessorProf. Uma Mahesh R N

Prof. Uma Mahesh R N

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Prof. Uma Mahesh R N

Associate Professor

Computer Science and Engineering (AIML)

Academic Qualifications

  • Ph.D in Artificial Intelligence and Machine Learning, Vellore Institute of Technology (VIT) Chennai
  • M.Tech in VLSI Design and Embedded Systems, BGS Institute of Technology (BGSIT), Mandya, Visveswaraya Technological University (VTU).
  • B.E in Electronics and Communication Engineering, BGSIT, Mandya, VTU.

Research Interests

  1. Digital Holography
  2. Deep learning
  3. Machine learning
  4. Digital Electronics
  5. Medical imaging

Contact Details

Email ID
Dr.Umamaheshrn.ci@atme.edu.in
LinkedIn ID
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Google Scholar ID
Link
Orcid ID
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Vidwaan ID
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Scopus ID
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Professional Experience

  • Teaching: 10 Years
  • Research: 5 Years
  • Industry: NIL
  • Life Member ISTE – LM 115796
  • OSA (Optical Society of America) – 16625013.

Research Excellence Awards

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Research Excellence Award

2025
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Excellence in Teaching Award

2024
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Young Researcher Award

2023
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Lifetime Achievement Award

2022
  • Funded by AICTE under the scheme MODROB- ASP for establishing “Cyber security in Power systems”. March 2022, F.No.9-ssllDC/MOD- ASP/Policy -l 12021 -22
  • Funded from AICTE to conduct ATAL FDP on “Implementation of National Education Policy 2020” from 24th January 2022 to 28th January 2022. F.No.2-23/AICTE/ATAL-HQ/2021-22/2101
  • Funded from Cognitive Science Research Initiative (CSRI) DST for a multicentric work with the title “Improving diagnosis and access to health care services for persons with dementia using Android based applications by community health workers” for the years 2018-2021.
  1. Dr. Bhagyashree S R, Pavithra A C, Dhanush H V,  Chethan P, Mahadevdeepak P, Nikhith Urs “MACHINE LEARNED CROP PREDICTION SYSTE” with patent application Number 202241042713 published on 19/08/2022
  2. Dr. Bhagyashree S R (EC), Pooja R, Sheethal N , SUKRUTHA A JAIN ,SWATHI B S “A HANDHELD VISITOR GUIDANCE DEVICE, A SYSTEM AND A METHOD” with patent application Number 202241007931 with publication Date 25/02/2022
  3. Dr. Bhagyashree S R, Keerthi A Kumbar, Mohammed Umar, Mohammed Adnan, Nayana N Poornima S “IOT BASED INFECTIOUS DISEASE EXAMINATION SYSTEM AND METHOD” with patent application Number 202141056445 with publication Date 11/02/2022
  4. Dr. Bhagyashree S R along with Chandrashekhar P Assistant Professor, students Priya Prasad, Abhishek S, N Ranjitha, Manoj G R, Arjun A, Nithin, Ravitheja S Raj has applied for patent on “SMART Medication Dispensing System” with patent application Number 201841011210.
  • Vice-Chairperson IETE Mysore Chapter 2022- 24.
  • Vice-Chairperson IETE Mysore Chapter 2020- 22.
  • Joint Secretary ARDSI Mysore Chapter 2020-22.
  • Fellow IEI since 4th August 2021
  • Honorary Secretary IETE Mysore Chapter 2018- 20.
  • Joint Secretary ARDSI Mysore Chapter 2018-20.
  • Senior Member IEEE
  • Fellow IETE
  • Joint Secretary ARDSI Mysore chapter 2016-18
  • Treasurer- IETE 2010-12
  • EC member – ARDSI Mysore chapter since 2012
  • EC member – IETE since 2009
  • Chartered Engineer
  • Member Association for Computing Machinery
  • Life member ISTE
  • Mr. Pradeep Kumar – Course work Completed
  • Mrs. Sheetal  Garg – Comprehensive Viva-Voce Completed

Achivements

  • Member of Editorial Team International Journal of Applied Mathematics and Machine Learning IJAMML (ISSN NO: 2394-2258)
  • Board Member IJETT (Seventh Sense Research Group) Thomson Reuters, Google Scholar
  • Editorial Board member IRJET Google Scholar
  • Member of Program Committee ICITCS 2017 IEEE
  • Editorial Panel member EC Psychology and Psychiatry PubMed
  • Editorial Board Member Journal of Child and Adolescent psychiatry Scopus
  • Editorial Board Member Journal of Precision Medicine and Public Health Google Scholar, PubMed
  • Editorial Board member international journal of thyroid research
  • Editorial Board member   Journal of Child and Adolescent psychiatry Scopus
  • Editorial Board member   Journal of Precision Medicine and Public Health Google Scholar, PubMed
  • Editorial Panel Member Surgery Clinics Journal
  • Editorial Panel member SM Journal of Clinical & Diagnostic Research
  • Member of Editorial Team International Journal of Applied Mathematics and Machine Learning IJAMML (ISSN NO: 2394-2258)
  • Board Member IJETT (Seventh Sense Research Group) Thomson Reuters, Google Scholar
  • Editorial Board member   IRJET   Google Scholar
  • Member of Program Committee ICITCS 2017 IEEE
  • Editorial Panel member EC Psychology and Psychiatry   PubMed
  • Session Chair for IEEE International conference IEEE International Conference on Data Science and Information systems ICDSIS  2022 organized by Malnad College of Engineering, Hassan, India on 29th & 30th July 2022.
  • Session chair for IEEE international conference on Distributed computing and electrical circuits and electronics ICDCECE- 2022 organized by Ballari Institute of Technology and Management, Ballari, on 23rh & 24th April 2022.
  • Session chair for IETE National conference held in IETE Mysore center on Saturday, 4th May 2019.
  • Session chair for IEEE International conference ICNTET organized by GRT Institute of Engineering &Technology, Tiruttani, Tamilnadu on 7th & 8th September 2018
  • Session chair for IEEE International conference ICIETS 2018 organized by NIE Institute of Technology, Mysore on 20th & 21st September 2018
  • Session Chair for National Conference held at GMIT Davanagere on 4th September 2015
  • Jury member for the National level project exhibition organized by NIE Mysuru on 27th April 2022.
  • Jury member for the Open Day Project Exhibition Shakthi Sthaavara- 2019 organized by the Dept. of Electrical and Electronics Engineering, GSSSIETW, Mysore on Friday, 3rd May 2019
  • Jury Member for Project expo organized at IETE, Mysore on 4th May 2019
  • Jury Member for Project expo organized by the Dept. of Electrical and Electronics Engineering, ATMECE, Mysore on 10th May 2019
  • Jury Member for TechNIEIT 2016 held on 2nd May 2016
  • IEEE MYSURUCON 2022
  • IEEECONNECT2022
  • ICDCECE 2022
  • IEEECONNECT2021
  • IEEE Region10 Humanitarian Technology Conference R10HTC2021
  • 2021 International conference on Circuits, Controls and Communications CCUBE-21
  • International Conference on Mobile Networks and Wireless Communications (ICMNWC-2021)
  • Inderscience Submissions –  IJMEI
  • Brain Imaging and Behavior, Springer Nature, Scopus Indexed Journal
  • IEEE MYSURUCON 2021
  • IEEE B-HTC 2020
  • IEEE ICEECCOT 2018
  • ERCICA, 2018
  • IEEE ICETC2017
  • IEEE ICEECCOT 2017
  • Reviewer of International conference 4th International Conference on Emerging Research in Computing, Information, Communication and Applications (Springer) ERCICA 2016
  • IEEE ICEECCOT 2016
  • IEEE Conference TENCON2016
  • IJERT ISSN: 2278-0181 Google Scholar
  • SM Journal of Psychiatry & Mental Health
  • Archives of Gerontology and Geriatrics Elsevier
  • Advanced Practices in Nursing OMICS Publishing Group Medical Journals
  • BMC Neurology SCImago, SCOPUS, PubMed
  • Reviewer IJERT ISSN: 2278-0181 Google Scholar
  • SM Journal of Psychiatry & Mental Health
  • Archives of Gerontology and Geriatrics Elsevier
  • Advanced Practices in Nursing OMICS Publishing Group Medical Journals
  • Resource person on the topic “Human Values; The Panacea for Humanity” an ATAL FDP dated 6-03-2022 organized by VTU.
  • Resource person on the topic “Research policy and Initiatives” held on 27th April 2021 during the FDP held between 26th to 28th April 2021.
  • Developing e-content for Digital System Design under e-Shikshana Programme-04 from 14th September to 30th January 2021
  • Developing e-content for Microcontroller under e-Shikshana Programme-03 from 12th February 2021 to 15th May 2021
  • Developing e-content for Basic Electronics under e-Shikshana Programme-01 from 18th February 2019 to 10th May 2019.
  • Resource person for LATEX workshop organized for PG students on 29th & 30th March 2016 at ATMECE Mysuru
  • Resource person for LATEX workshop organized for UG students from 22nd & 27th February 2016 at ATMECE Mysuru
  • Resource person for One-day international Symposium on neurocognitive disorders held at AIISH on 29th September 2015.
  • Resource person for FDP on LATEX at on 22nd 2015 at IETE Mysuru.
  • Resource person for LATEX workshop organized for UG students on 9th Feb 2015 at Dept. CSE, ATMECE Mysuru.
  • Guest Lecture on “Introduction to electronics” on 11th Oct 2012 at Vidya Vikas Institute of Engineering and Technology, Mysore
  • Guest lecture in JSS Polytechnic for Women, Mysore
  • Resource person for “LATEX” workshops organized by IETE and ATMECE Mysuru.
  • Participated as a mentor in the Grand Finale Smart India Hackathon 2022 held at Crescent University Chennai, from 24th August 2022 to 29th August 2022.
  • Member of Management Committee, Sadvidhya Education Institutions, Mysuru since 2022
  • VTU Nominee for Final year student innovative project 2021-2022
  • Member of LIC VTU 2022
  • Member of Advisory board of e-Shikshana of Visweswaraya Technological University 2020-21
  • Member of Governing Body of Sadvidhya Education Institutions, Mysuru since 2020
  • Member of Governing council ATME college of Engineering since 28th September 2017
  • VTU Nominee for Final year student innovative project 2020-2021
  • Initiated MOU with Intellect Bastion, New Delhi
  • Initiated MoU with Aspire For Her, Bombay
  • Participated  as a mentor for a shortlisted team of Toycathon2021
  • Member of Advisory board of e-Shikshana of Visweswaraya Technological University 2019-20
  • Subject expert for staff selection held at NIEIT, Mysore on 4th May 2019 and 6th May 2019.
  • Member of Advisory board of e-Shikshana of Visweswaraya Technological University 2018-19
  • Participated as a mentor in Smart India Hackathon 2017 held at Amritsar on 1st and 2nd April 2017
  • BOE Member NIE 2018-19
  • BOE Member NIE 2017-18
  • BOE member KSOU 2015
  • BOE member KSOU 2014
  • BOE Member NIE 2013-14
  • Initiated ISF (National Level Professional body) at ATME college of Engineering 2013
  • BOE Member NIE 2012-13
  • BOE Member NIE 2011-12
  • Director of Alumni Association JSS Polytechnic for Women, Mysore.

Achivements

  1. I have scored 124 out of 125 in Sanskrit in SSLC Karnataka Board of
  2. I have Scored 100 out of 100 in Mathematics in the 4th semester B.E. Degree Examination.
  3. I have been Topper of M.Tech in First year at G.S.Institute of Technology.
  4. I have got “BEST EDUCATIONIST AWARD FOR TALENTED PERSONALITIES” from
  5. Acheviers Publishing House, New
  6. I got FOUR SILVER MEDALS in NPTEL Courses certified from different IIT’s and ONE GOLD MEDAL in NPTEL Course in Introduction to Internet of Things.
  7. I have Qualified UGC-NET Prof Lectureship Exam in DEC-2019.
  8. I received best research paper award for the research paper “Three-dimensional (3-D) objects classification by means of phase-only digital holographic information using Alex Network” in 2024 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT), Karaikal, India, 2024, pp. 1-5, doi: 1109/IConSCEPT61884.2024.10627906.
  9. I gave talk as a resource person for three-days FDP on “Artificial Intelligence, Machine Learning and Deep Learning in the Data Revolution Era: Progress and Applications” from Feb 3 -5 2025.

Certifications

  1. I have Attended Faculty Development Programme on “PRINCIPLES OF PEDAGOGY FOR EFFECTIVE TEACHING INSTRUCTIONS DISSEMINATION” in SJCIT, CHICKBALLAPUR.
  2. I have Presented Paper on International Conference in Solapur at BRAHMA DEVA DADA INSTITUTE OF TECHNOLOGY on “AN OPTIMIZED SOLAR TRAFFIC CONTROL AND ALERT SYSTEM USING WIRELESS SENSOR NETWORKS”.
  3. I have attended a Short term Course in IIT KANPUR. i.e on MIMO-OFDM in branch of electronics and communication.
  4. I have Attended Faculty Development Programme on “ANTENNA THEORY DESIGN AND ANALYSIS USING ESI’S CEM SOLUTION TOOL 2016” in GSSIETW, MYSORE.
  5. I have Attended Faculty Development Programme on “GNU RADIO AND SOFTWARE DEFINED RADIO” in JSSATE BANGLORE.
  6. I have published journal in IJRASET on “OPTIMIZED SOLAR TRAFFIC LIGHT CONTROL AND ALERT SYSTEM USING WIRELESS SENSOR NETWORKS”.
  7. I have published journal in IJIRCCE on “DESIGN OF TRIPLE SWITCHING CLAMPING SEQUENCE FOR BCPWM TECHNIQUE USING SPACE VECTOR APPROACH”.
  8. I have Attended Faculty Development Programme on “EMBEDDED PROGRAMMING AND APPLICATIONS USING AVR ATMEGA328” organized by DEPT OF ELECTRICAL AND ELECTRONICS ENGINEERING in ATMECE, MYSORE.
  9. I have Attended Faculty Development Programme on “VLSI DESIGN USING CADENCE” organized by DEPT OF ELECTRONICS AND COMMUNICATION ENGINEERING in ATMECE,
  10. I have Attended Faculty Development Programme on “RECENT TRENDS IN MICROWAVES AND ITS APPLICATIONS” Organized by DEPT OF ELECTRONICS AND COMMUNICATION ENGINEERING in ATMECE, MYSORE.
  11. I have Attended Faculty Development Programme on “SIGNALS AND SYSTEMS AND IT’S TRANSFORM TECHNIQUES USING MATLAB” in NIT WARANGAL.
  12. I have Published Journal on “DESIGN AND NOVEL APPROACH TOWARDS ADDERS AND SUBTRACTORS USING QUATERNARY LOGIC CIRCUITS” in IJIRCCE.
  13. I have Completed Short Term Course on “Massive MIMO and Wireless Technologies for 5G Networks”.
  14. I also participated in Two days national workshop on “Hands on Training on Artificial Neural Network using MATLAB” in VIT Chennai.
  15. I also participated in Five days Short term training program on “Deep Learning and CNN” in VIT
  16. I also participated in AICTE Training and Learning (ATAL) Academy Online Elementary FDP on “ARTIFICIAL INTELLIGENCE        IN  CONTEMPORARY   BIOMEDICAL           &  HEALTHCARE
  17. APPLICATIONS:FUNDAMENTALS & HANDS ON MATLAB” from Gautam Buddha University, Greater Noida, U.P..
  18. I also participated in AICTE Training and Learning (ATAL) Academy Online Advanced FDP on “Machine Learning and Computer Vision” from Vignans Foundation for Science Technology and Research University.
  19. I also participated in AICTE Training and Learning (ATAL) Academy Online Elementary FDP on “Applied Machine Learning” from Indian Institute of Technology (IIT) Ropar.
  20. I also participated in AICTE Training and Learning (ATAL) Academy Online Elementary FDP on “Machine Learning Techniques in VLSI Design” from M S Ramaiah Institute of Technology (MSRIT).
  21. I have Completed 13 NPTEL Online certification Courses from different IIT’s.
  22. I have Completed 11 Online Courses from Coursera certified by different foreign
  23. I also participated in FDP on “Cyber Security Awarness and Emerging Technologies for secure social media and banking applications” from ATME College of Engineering, Mysore.
  24. I also participated in FDP on “Unlocking Generative AI – Foundation of NLP and Prompt Engineering” from ATME College of Engineering, Mysore.
  25. I also participated in FDP on “Patent Drafting, Filing and Interpretation”from ATME College of Engineering, Mysore.

Publications

International Journals:

  • Mahesh, R.N.U., Nelleri, A. Deep convolutional neural network for binary regression of three-dimensional objects using information retrieved from digital Fresnel holograms. Appl. Phys. B 128, 157 (2022). https://doi.org/10.1007/s00340-022-07877-w. SCI-2.17
  • Mahesh R N U, Nelleri A. Multi-Class Classification and Multi-Output Regression of Three-Dimensional Objects Using Artificial Intelligence Applied to Digital Holographic Information. Sensors. 2023; 23(3):1095. https://doi.org/10.3390/s23031095. SCI-3.84
  • B. Lokesh Reddy, R N Uma Mahesh & Anith Nelleri (2022) Deep convolutional neural network for three-dimensional objects classification using off-axis digital Fresnel holography, Journal of Modern Optics, 69:13, 705-717, DOI: 10.1080/09500340.2022.2081371. SCI – 1.46
  • Uma Mahesh R N and Anith Nelleri (2022), “Three-dimensional (3-D) objects classification and regression using deep learning and machine learning algorithms applied to complex object wave information retrieved from digital holograms”, Asian Journal of Physics, 31 (11-12), pp. 1085-1094. (Special Issue – non-Scopus).
  • Uma Mahesh.R.N, “Design and Novel Approach for Ternary Decoder and Encoder Circuits” International Journal of Innovative Research in Computer and Communication Engineering (IJIRCCE), Volume-5 Issue-6, PP-12221-12224, ISSN-2320-9801.
  • Uma Mahesh.R.N, “Design And Novel Approach Towards Adders And Subtractors Using Quaternary Logic Circuits” IJIRCCE, Volume-5 Issue-1, PP-84-85, ISSN: 2320-9801.
  • Uma Mahesh.R.N, “Design of Triple Switching Clamping Sequence for BCPWM Technique using Space Vector Approach”, IJIRCCE, Volume-4 Issue-5, PP-9172-9176, ISSN-2320-9801.
  • Uma Mahesh.R.N, “An Optimized Solar Traffic light control and alert system using Wireless Sensor Networks”, International Journal for Research in Applied Science and Engineering Technology (IJRASET), Volume-4 Issue-2 PP-172-175, ISSN: 2321-9653.

International Conferences:

  • Uma Mahesh, R.N., Lokesh Reddy, B., Nelleri, A. (2022). Deep Learning-Based Multi-class 3D Objects Classification Using Digital Holographic Complex Images. In: Sivasubramanian, A., Shastry, N., Hong, P.C. (eds) Futuristic Communication and Network Technologies. VICFCNT 2020. Lecture Notes in Electrical Engineering, vol 792. Springer, Singapore. https://doi.org/10.1007/978-981-16-4625- 6_43
  • Uma Mahesh R N, Anith Nelleri, “Multi-Class objects classification by means of digital holograms classification using Visual Geometry Group (VGG) Network”, Frontiers in Optics and Photonics (FOP- 21) OSI Symposium, Indian Institute of Technology (IIT) Delhi, Delhi.
  • Mahesh, R.N.U., Nelleri, A. (2023). Machine Learning-Based Binary Regression Task of 3D Objects in Digital Holography. In: Subhashini, N., Ezra, M.A.G., Liaw, SK. (eds) Futuristic Communication and Network Technologies. VICFCNT 2021. Lecture Notes in Electrical Engineering, vol 995. Springer, Singapore. https://doi.org/10.1007/978-981-19-9748-8_34
  • Uma Mahesh R N, Arya Jayan, and Anith Nelleri “A Deep Learning Approach For Volume Image Segmentation in Digital Holography”, School of Electronics Engineering, Vellore Institute of Technology, Chennai, Tamilnadu, India – 600127 (Presented in International Conference on Optics, Photonics, and Quantum Information, OPTIQ-2023, CUSAT Ernakulam).
  • M. R N and K. B, “Three-dimensional (3-D) objects classification by means of phase-only digital holographic information using Alex Network,” 2024 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT), Karaikal, India, 2024, pp. 1-5, doi: 10.1109/IConSCEPT61884.2024.10627906.
  • Mahesh, R.U. and Nagaraju, S., 2025, February. “Three-dimensional (3-D) objects classification by means of phase-only digital holographic information using Deep Learning”, In Data Science & Exploration in Artificial Intelligence: Proceedings of the First International Conference On Data Science & Exploration in Artificial Intelligence (CODE-AI 2024) Bangalore, India, 3rd-4th July, 2024 (Volume 1) (p. 363). CRC Press. https://doi.org/10.1201/9781003587392-53
  • Uma Mahesh R N and Vinod Kumar P, “Binary classification of three-dimensional (3-D) objects by means of phase only digital holographic information using Deep learning”, International Conference on Next-Gen Semiconductor Devices and Smart Computing Applications (ICNGSDSCA-24) at Cambridge Institute of Technology – (Presented)
  • Uma Mahesh R N and Yogesh N, “Multi-class categorization of three-dimensional (3-D) objects for digital holographic information using Deep learning”, 3rd International Conference on Futuristic Technologies (INCOFT-2025) – (Presented)
  • Uma Mahesh R N, Kushal S M, Ponnanna K V, Sanjan B M, Vishnu S, “Live Cell Stage Classification Using Deep Learning”, 3rd International Conference on Futurstic Technologies (INCOFT- 2025) – (Presented)
  • Uma Mahesh R N , Anvitha G H, Arpitha V G , Vandana H, Neha Khanum, “Skin Cancer Classification Using Deep Learning Techniques ”, Annual International Conference on Data Science, Machine Learning and Blockchain Technology (AICDMB-2025) at Vidyavardhaka College of Engineering, Mysore.
  • Uma Mahesh R N, Raksha S, Shwetha N , Nikhilakumara K M, Sushmitha V, “3D OBJECT CLASSIFICATION USING DEEP LEARNING”, Annual International Conference on Data Science, Machine Learning and Blockchain Technology (AICDMB-2025) at Vidyavardhaka College of Engineering, Mysore.
  • Uma Mahesh R N, Sujan A T , Sujith L B , Tejasvi Jois S , Rakesh Kumar S, “Predicting Stock Using News Headlines Using Deep Learning”, Annual International Conference on Data Science, Machine Learning and Blockchain Technology (AICDMB-2025) at Vidyavardhaka College of Engineering, Mysore.
  • N. U. Mahesh, “An Analytical Approach for Three-Valued Multiplexer and Demultiplexers,” 2018 International Conference on Power, Energy, Control and Transmission Systems (ICPECTS), Chennai, India, 2018, pp. 82-84, doi: 10.1109/ICPECTS.2018.8521600.
  • R. N. Uma Mahesh and J. Sudeep, “Design and novel approach for ternary and quaternary. logic circuits,” 2017 2nd International Conference for Convergence in Technology (I2CT), Mumbai, India, 2017, pp. 1224-1227, doi: 10.1109/I2CT.2017.8226322.

Roles and Responsibilities

  1. Hackathon Co-ordinator, Placement Co-ordinator, AIIMS Co-ordinator, DST Coordinator

Test-Coordinator, Cultural Co-ordinator, ERP-Co-Coordinator, Seminar Co-ordinator, Guest Lecturer and Technical Talk Co-ordinator, Class Teacher, Lab Incharge, Dc and Late Coming Report, DST Co-ordinator, AIIMS Co-ordinator.