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

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, P.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).
• R. 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

• Life Member ISTE – LM 115796

Honours/Awards/ Achievements

• 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 Completed Ph.D Viva Voice in Vellore Institute of Technology (VIT) Chennai during June 2024. The title of the thesis is on “INVESTIGATIONS ON DIGITAL HOLOGRAPHIC THREE-DIMENSIONAL (3D) MACHINE VISION APPLICATIONS USING ARTIFICIAL INTELLIGENCE (AI) BASED APPROACHES”.
• I have been selected to give a 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 threedimensional (3-D) objects classification using phase-only digital holographic information.
• I have been selected to give a talk as a speaker in European Lasers, Photonics and Optics Summit (ELOS) -2025 conference. The title of the talk will be on Deep Convolutional Neural Network (CNN) for threedimensional (3-D) objects classification using phase-only digital holographic information.
• I have scored 124 out of 125 in Sanskrit in SSLC Karnataka Board of Examination.
• I have Scored 100 out of 100 in Engg. Mathematics in the 4^th semester B.E. Degree Examination.
• I have been Topper of M.Tech in First year at B.G.S.Institute of Technology.
• I have got “BEST EDUCATIONIST AWARD FOR TALENTED PERSONALITIES” from Acheviers Publishing House, New Delhi.
• 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 Asst.Prof Lectureship Exam in DEC-2019.

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, MYSORE.
• 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 Chennai.
• 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 universities.

Proposal/Funding/Project Financial Assistance

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Patent

Roles and Responsibilities: Institute Level

• Hackathon Co-ordinator, Placement Co-ordinator

Roles and Responsibilities: Department Level