Contact Details

Academic Details

Qualification

• 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.

Areas of Interest

Digital Holography, Deep learning, Machine learning, Digital Electronics, Medical imaging

Publication Details

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”, 3^rd 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”, 3^rd 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.

Membership in Professional Bodies

Honours/Awards/ Achievements

• I have scored 124 out of 125 in Sanskrit in SSLC Karnataka Board of
• I have Scored 100 out of 100 in Mathematics in the 4^th semester B.E. Degree Examination.
• I have been Topper of M.Tech in First year at G.S.Institute of Technology.
• I have got “BEST EDUCATIONIST AWARD FOR TALENTED PERSONALITIES” from
• Acheviers Publishing House, New
• 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.
• I have Qualified UGC-NET Prof Lectureship Exam in DEC-2019.
• 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.
• 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.

FDPs/Conferences/Workshops/STTP/MOOC Certification/Online Courses

• I have Attended Faculty Development Programme on “PRINCIPLES OF PEDAGOGY FOR EFFECTIVE TEACHING INSTRUCTIONS DISSEMINATION” in SJCIT, CHICKBALLAPUR.
• 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”.
• I have attended a Short term Course in IIT KANPUR. i.e on MIMO-OFDM in branch of electronics and communication.
• I have Attended Faculty Development Programme on “ANTENNA THEORY DESIGN AND ANALYSIS USING ESI’S CEM SOLUTION TOOL 2016” in GSSIETW, MYSORE.
• I have Attended Faculty Development Programme on “GNU RADIO AND SOFTWARE DEFINED RADIO” in JSSATE BANGLORE.
• I have published journal in IJRASET on “OPTIMIZED SOLAR TRAFFIC LIGHT CONTROL AND ALERT SYSTEM USING WIRELESS SENSOR NETWORKS”.
• I have published journal in IJIRCCE on “DESIGN OF TRIPLE SWITCHING CLAMPING SEQUENCE FOR BCPWM TECHNIQUE USING SPACE VECTOR APPROACH”.
• 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.
• I have Attended Faculty Development Programme on “VLSI DESIGN USING CADENCE” organized by DEPT OF ELECTRONICS AND COMMUNICATION ENGINEERING in ATMECE,
• 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.
• I have Attended Faculty Development Programme on “SIGNALS AND SYSTEMS AND IT’S TRANSFORM TECHNIQUES USING MATLAB” in NIT WARANGAL.
• I have Published Journal on “DESIGN AND NOVEL APPROACH TOWARDS ADDERS AND SUBTRACTORS USING QUATERNARY LOGIC CIRCUITS” in IJIRCCE.
• I have Completed Short Term Course on “Massive MIMO and Wireless Technologies for 5G Networks”.
• I also participated in Two days national workshop on “Hands on Training on Artificial Neural Network using MATLAB” in VIT Chennai.
• I also participated in Five days Short term training program on “Deep Learning and CNN” in VIT
• I also participated in AICTE Training and Learning (ATAL) Academy Online Elementary FDP on “ARTIFICIAL INTELLIGENCE        IN  CONTEMPORARY   BIOMEDICAL           &  HEALTHCARE
• APPLICATIONS:FUNDAMENTALS & HANDS ON MATLAB” from Gautam Buddha University, Greater Noida, U.P..
• 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.
• I also participated in AICTE Training and Learning (ATAL) Academy Online Elementary FDP on “Applied Machine Learning” from Indian Institute of Technology (IIT) Ropar.
• 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).
• I have Completed 13 NPTEL Online certification Courses from different IIT’s.
• I have Completed 11 Online Courses from Coursera certified by different foreign
• 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.
• I also participated in FDP on “Unlocking Generative AI – Foundation of NLP and Prompt Engineering” from ATME College of Engineering, Mysore.
• I also participated in FDP on “Patent Drafting, Filing and Interpretation”from ATME College of Engineering, Mysore.

List of NPTEL Certified Courses with NPTEL-AICTE FDP Course

• Uma Mahesh R N – Discrete Mathematics – NPTEL-AICTE FDP – 49% – Status – Successfully Completed – Duration (12 weeks) – July-Oct 2024 – Pursued from IIIT Banglore
• Uma Mahesh R N – Discrete Mathematics-IIT Ropar – NPTEL Course -63% – Status – Elite (First Class) – Duration (12 weeks) – July-Oct 2024 –Pursued from IIT Ropar
• Uma Mahesh R N – Switching Circuits and Logic Design -IIT Kharagpur –NPTEL-AICTE FDP – NPTEL Course -55% – Status – Successfully Completed – Duration (12 weeks) – Jan-Apr 2025 – Pursued from IIT Kharagpur

List of Courses Completed in Infosys Springboard

• Uma Mahesh R N – Prompt Engineering – March 2025
• Uma Mahesh R N – Generative AI Landscape – March 2025
• Uma Mahesh R N – Introduction to Artificial Intelligence – March 2025

List of Courses Completed in Coursera

• Uma Mahesh R N – “Generative AI : Prompt Engineering” – IBM- March 2025
• Uma Mahesh R N – “ Generative AI: Prompt Engineering Basics – IBM- March 2025
• Uma Mahesh R N – “Generative AI Primer” – Vanderbilt University – March 2025

List of Speaker Presentations in International Conferences

• I have given a talk as a speaker in International conference in Artificial Intelligence and Machine Learning in Paris during May 2024. The title of the talk is on “Deep learning based multi-class three- dimensional (3-D) objects classification using phase-only digital holographic information”.
• I have given a talk as a speaker in International conference on Materials Science and Engineering in Rome, Italy during Nov 2024. The title of the talk was on Deep Convolutional Neural Network (CNN) for three-dimensional (3-D) objects classification using phase-only digital holographic information.
• I have given a talk as a speaker in International conference on World Congress on Biomedical Science & Clinical Research in Kulalampur, Malaysia during Nov 2024. The title of the talk was on Deep Convolutional Neural Network (CNN) for three-dimensional (3-D) objects classification using phase- only digital holographic information.
• I have given talk as a speaker in World Robotics, Artificial Intelligence and Machine Learning Congress conference Dec 2024. The title of the talk will be on Deep Convolutional Neural Network (CNN) for three-dimensional (3-D) objects classification using phase-only digital holographic information.
• I have given talk as a speaker in “3rd Global Webinar on Artificial Intelligence & Data Science” with theme of “Exploring recent advances in the Field of Artificial Intelligence & Data Science in New Era” during February 17-18, 2025. The title of the talk is on “Deep Convolutional Neural Network (CNN) for three-dimensional (3-D) objects classification using phase-only digital holographic information” has been accepted by our Scientific Committee to give an Oral Presentation at our Webinar.
• I have given talk as a speaker in “Global Summit on Robotics and Artificial Intelligence” which is going to be held during April 10-12, 2025 in Valencia, Spain. The title of the talk is on “Deep Convolutional Neural Network (CNN) for three-dimensional (3-D) objects classification using phase-only digital holographic information”.
• I have given talk as a speaker in 5th International Conference on Applied Science & Engineering during June 26-27, 2025, at Amsterdam, Netherlands. The title of the talk is on “Deep Convolutional Neural Network (CNN) for three dimensional (3-D) objects classification using phase-only digital holographic information”.
• I have given talk as a speaker in “International Webinar on Artificial Intelligence, Big data and Machine Learning” during May 11-12, 2025. The title of the talk is on “Deep Convolutional Neural Network (CNN) for binary regression of three-dimensional (3-D) objects using information retrieved from digital Fresnel holograms” has been accepted by our Scientific Committee to give an Oral Presentation at our Webinar.
• I have given talk as a speaker in “4th International Conference on Applied Science and Engineering (ICASE 2025) held during April 21, 2025 in Lisbon, Portugal. The title of the talk is on “Deep Convolutional Neural Network for Binary-Regression of Three Dimensional Objects using Information Retrieved from Digital Fresnel Holograms”.

Proposal/Funding/Project Financial Assistance

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Patent

Roles and Responsibilities: Institute Level

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

Roles and Responsibilities: Department Level

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.