Awards / Recognition

• Serving as an Editorial Board Member of American Journal of Computer Science and Technology (AJCST) from Jan 2026
• Served as Program committee member & Reviewer in the 7^th world conference on Artificial Intelligence: Advances & applications (WCAIAA-2026) held at National Forensic Sciences University Goa Campus during 30-31^st January 2026
• Session chair for 9th IEEE International Conference on ‘Computational Systems & Information Technology for Sustainable Solutions (CSITSS-2025)’, held from 20th – 22^nd November, 2025 at R V College of Engineering, Bangalore.
• Hosted a special session for the First International Conference on Computational Intelligence and Data Communication (ICCIDC2025) held in Bali, Indonesia, on 10-11 October 2025.
• Hosted Special session on the topic “Integrating Machine Learning with Devops: Harmonizing Agility and Unleashing Synergy” for the First International Conference on Artificial Intelligence, Computation, Communication and Network Security (AICCoNS 2025) held in the University of Wollongong in Dubai, June 2025
• Received NPTEL Discipline Star Award in May 2025
• Session chair for 5th International Conference on Data Science, Computation and Security (IDSCS-24) Organised by the CHRIST (Deemed to be University), India in technical association with The Tejas Scientific Researcher Foundation, India from November 07-09, 2024.
• Jury member for National Level Project Competition Dec 2024, at BIT , Bangalore
• Reviewer at Springer 7th International Conference on Intelligent Computing and Communication ICICC-2024” organized by the Department of Computer Science and Engineering, CMR Technical Campus, Hyderabad, Telangana during 30th & 31st August, 2024.
• Session chair for 5th International Conference on Communication, Computing & Industry 6.0 – 2024 (C2I6-2024) in association with IEEE Bangalore Section, Organized by CMR Institute of Technology, Bengaluru 6th and 7th December, 2024
• Reviewer for IEEE International Conference on Networks, Multimedia and Information Technology (NMITCON) is organized at Nitte Meenakshi Institute of Technology, Bengaluru INDIA on 9th and 10th August 2024 in association with IEEE Bangalore Section
• Reviewer for International conference on emerging techniques in computational intelligence organized by Mahindra University Hyderabad, Aug 22-24^th 2024
• Reviewer for IEEE conference on Data Science & information systems organized by Malnad College of engineering Hassan, on 17-18^th May 2024 
• Reviewer at 10^th International conference on Electronics, Computing and Communication Technologies (IEEE Connect) Organized by IISC Bangalore during 12^th-14^th July 2024

• Session chair for IEEE International conference on Emerging Technologies in Computer Science for Interdisciplinary Applications organized by B M S College of engineering 22-23^rd April 2024
• Served as Jury Member for Internal SIH 2024 Evaluation.
• Reviewer at International Conference on Intelligent Systems in Computing and Communication” (ISCComm-2023) organized by Mangalore Institute Technology & Engineering, Moodabidri, India on 8th and 9th December,2023.
• Reviewer for 1^st IEEE Conference on ambient Intelligence, knowledge Informatics & Industrial Electronics organized by Rao Bahadur Y Mahabelleswarappa Engineering college< Ballari on 02-03^rd Nov 2023
• Reviewer at “5th international springer conference on computer & communication technologies (ic3t)-2023 organized by the Department of Electronics and Communication Engineering (ECE), Kakatiya Institute of Technology & Science (KITS), Warangal during 6-7 October, 2023
• Reviewer for IEEE International Conference on Networks Multimedia and Information Technology organized at Nitte Meenakshi Institute of Technology, Bengaluru 1st and 2nd September 2023
• Reviewer at International Conference on Data, Decisions and Systems Conference’ 23 on the account of Computer Science Week by IEEE Computer Society Bangalore chapter, hosted by NITK Surathkal, India on 1st & 2nd December, 2023.
• Served as Technical program Committee at “ International Conference at Computing and Data Analytics College of Computing & Information Sciences University of Technology and Applied Sciences – Ibri  Sultanate of Oman  held during 10-12 December 2023
• Session Chair for IEEE International conference “ICAECIS” organised by BIT, Bangalore, 20^th April 2023.
• Session chair at IEEE International Conference on ” Intelligent & Innovative Technologies in Computing, Electrical And Electronics organized by BNMIT, Bangalore -January 2023.
• Reviewer at “Second IEEE International Conference CENTCON-2022” held at NMIT, Bangalore during 22-24 December 2022.
• Session Chair & Reviewer for IEEE International conference- held on 23^rd and 24^th December 2022.at JSSATE Bangalore
• Session chair at the “2nd International Conference on Research Trends in Engineering & Management (ICRTEM-2022)” Organized by R R Institute of Technology, Bengaluru, India held on 25th & 26th August 2022.
• Reviewer in 2nd IEEE International conference organized by Dayananda Sagar University, Bangalore, December 2022.
• Delivered an Expert talk in “Problem Solving in AI using search techniques”, at SAPTHAGIRI COLLEGE OF ENGINEERING, Bengaluru on 10^th November 2022.

Certifications

• Cleared NPTEL Online Certification on Introduction to Soft Computing  with Elite  Certification in March 2025
• Cleared NPTEL Online Certification on Ethical Hacking  with Elite  Certification in Oct 2024
• Cleared NPTEL Online Certification on Cloud Computing & Distributed System  with Gold  Certification and Topper in April 2024
• Cleared NPTEL Online Certification on Big data computing  with Gold  Certification and Topper in DEC 2023
• Cleared NPTEL Online Certification on Foundation of Cloud IOT Edge ML with Silver Certification in July 2023
• Cleared NPTEL Online Certification on AI : Search Methods for Problem Solving with Elite Certification in July 2021

Professional Memberships

• CSI Life Member

Expertise

• Machine Learning
• Artificial Intelligence
• Data Mining

List of subjects handled

• Programming in C
• Automata theory
• Compiler Design
• Data Structures
• Data Mining and Warehousing
• Machine Learning
• Artificial Intelligence
• Operating System
• Computer Organization
• Analysis and Design of Algorithms
• Discrete Mathematical structures
• Data Base Management Systems
• System simulation and Modeling

Research Interest

• Machine Learning
• Artificial Intelligence
• Data Mining

Research Guide:

Currently, Seven candidates are pursuing their Ph.D. in the Department of CSE at BNMIT, under VTU, in the areas of Machine Learning, Deep Learning and Fog Computing

Funding Received:

Granted Project (2024-25)

• AI Driven KCET Preparation Platform, Karnataka State Council for Science and Technology (KSCST) |Rs. 4000

Applied & Results Awaited

Prediction with Machine Learning Techniques for Protecting the Solar System from Anti-Lighting system in Reserved Forest, Department of Science and Technology (DST), NSTMIS Programme Co-Investigator |Expected: ₹1.5 Crore.

Journal

• Nandini Gowda P, Anitha N ,” Optimized Workload Distribution Using a Dynamic Adaptive Algorithm for Real Time Data Processing in Smart Networking”, International Journal of Computing and Digital Systems July 2025 ,VOL. 18, NO.1, 1-12, DOI: http://dx.doi.org/10.12785/ijcds/1571116743, (Scopus Q3)
• Nandini Gowda P, Anitha N ,”Energy Optimization in Smart Networks using Machine Learning- Driven Fog Computing to Reduce Unnecessary Cloud Data Transmission:”, Engineering Technology and Applied Science Research ,volume: 15 , Issue: 3 , Pages: 24070-24076 , June 2025 ,  https://doi.org/10.48084/etasr.10236    (Scopus Q2)
• Nandini, Anitha N ,” Optimizing real-time data preprocessing in IoT-based fog computing using machine learning algorithms”, International Journal of Artificial Intelligence, Vol 14 , pp1900-1909, June 2025-http://doi.org/10.11591/ijai.v14.i3. (Scopus Q2)
• Jayashree M, Anitha N,” Context dependent bidirectional deep learning and Bayesian gaussian auto-encoder for prediction of kidney disease”, Indonesian Journal of Electrical Engineering and Computer Science , Vol 32,  June 2025, http://doi.org/10.11591/ijeecs.v39.i1.pp387-398  (Scopus Q3)
• Jayashree M, Anitha N, “Conceptual metaphor quantum correlation and radial basis extreme learning for predicting chronic kidney :,  disease”, Computers and Electrical Engineering DEC 2024, (SCI Q1 Indexed)
• Indumathi S, Anitha N ,“Deep Learning Based Fault Tolerance Adaptive to Task semantics in Fog Computing Network”, International Journal of Intelligent Engineering and Systems, Vol.17, No.6, 2024 pp 905-914,  DOI: 10.22266/ijies2024.1231.68  , (SCOPUS Q2 Indexed)
• Nandini G, Anitha N, “A Comparative Review of Internet of Things Model Workload Distribution    Techniques in Fog Computing Networks”, Information Dynamics and Applications vol. 3, no. 1, pp. 21–46, 2024. https://doi.org/10.56578/ida030103.
• Nandini G, Anitha N,”An efficient reconfigurable workload balancing scheme for fog computing network using internet of things devices”  International Journal of Electrical and Computer Engineering (IJECE) Vol. 13, No. 6, December 2023, pp. 6525~6537 ISSN: 2088-8708, DOI: 10.11591/ijece.v13i6.pp6525-6537 , (SCOPUS Indexed Q3)
• Jayashree M, Anitha N, “Hybrid Machine Learning Based Approach to Reduce the Features for Prediction of Long Term Renal Ailment”, International Journal of Intelligent Systems and Applications in Engineering , (SCOPUS Indexed,Q3) December 2022, Vol 4, pp48-56.
• Aditi A Nadig, Anusha M R, Dr. Anitha N,” Design and Develop an Interface to Predict Parkinson’s Disease using Machine Learning with Voice Parameters and Handwriting Images”, International Journal for Research in Engineering Application & Management (IJREAM), JAN 2023
•  Dr. Chandramouli H, Dr. Anitha N , “SecCheck: A Tool For Espy The Software Amenabilities For Surveillance In JAVA Code”, Journal of Emerging Technologies and Innovative Research, Volume 8, Issue 8 ,ISSN-2349-5162, AUG 2021     (UGC Care)
• Mrs. Sonia S B, Dr. Chandramouli H, Dr. Anitha N , “DevSafeCheck: A Tool to Secure and Assess Web development from vulnerabilities in JAVA code”, International Journal of Scientific Research in Science, Engineering and Technology ,Volume 9 – Issue 4, Print ISSN: 2395-1990 | Online ISSN : 2394-4099, July 2021 (UGC Care).
• Bindushree. S, Sanskar Pandey, Dr. Anitha N ,”P2P Agricultural Marketplace, implemented using Applied Accessibility Principles”,  International Journal of Scientific Research in Science, Engineering and Technology ,Volume 9 – Issue 4, Print ISSN: 2395-1990 | Online ISSN : 2394-4099, July 2021 (UGC Care)
• Dr.Anitha N, Veena N, “Converting Intent of Physically Impaired into Text using Eye Blink Detection”, International Journal of Recent Technology and Engineering (IJRTE) ISSN: 2277-3878, Volume-8 Issue-2, July 2019,pp 447-451,  DOI: 10.35940/ijrte.B1514.078219
• Ms. Deepa, Dr. Chandramouli H, Dr. Anitha N , “Security Checker to Detecting Vulnerabilities in Common Weaknesses Enumeration (CWE) Through JAVA Code”, International Journal of Scientific Research in Science, Engineering and Technology ,Volume 9 – Issue 4, Print ISSN: 2395-1990 | Online ISSN : 2394-4099, July 2021  (UGC Care)
• Dr.Anitha N, Jayashree M, “Comparative study of Ensemble Learner approach for the early prediction of chronic kidney disease ”, International conference on multidisciplinary technologies & challenges in industry 4.0 (ICMTCI-4.0), Sept 2020
• Veena N and Anitha N, “A Review of Non-Invasive BCI Devices”, Journal of Biomedical Engineering and Technology, Vol 34, Issue 3, ISSN: 1752-6418 NOV 2020, pp 205-233 DOI: 10.1504/IJBET.2017.10018427
• Veena, Dr. Anitha N, “ Cloud based Remote Diagnosis and Treatment System    using ANN”,  Journal of Advanced Research in Dynamic and Control Systems  Volume 10, 08-Special Edition, 2018  
• Veena, Dr. Anitha N, “ Integrating Rule Mining Approach in Cloud Based Remote Diagnosis System”, Journal of Advanced Research in Dynamic and Control Systems  (Scopus Indexed), Volume 10, 08-Special Edition, 2018

Conferences:

• Anitha N et.al ,”Blockchain-Based E-Voting System with Enhanced Biometric Security”, IEEE International Conference on “IITCEEE-3 Intelligent and Innovative Technologies in Computing, Electrical and Electronics” 2025, held from 16ᵗʰ to 17ᵗʰ January 2025, organized by BNMIT [Presented].
• Jayashree M, Anitha N “Framework for Analysing and Predicting the Unstructured Clinical Text Data Using NLP” on 5th International Conference on Data Science, Computation and Security (IDSCS-24) Organised by the CHRIST (Deemed to be University), India in technical association with The Tejas Scientific Researcher Foundation, India from November 07-09, 2024. (Springer Publications) (Scopus indexed)
• Avinash, Anitha N “Effective Portfolio Construction using Machine Learning and Optimization theory” on 5th International Conference on Data Science, Computation and Security (IDSCS-24) Organised by the CHRIST (Deemed to be University), India in technical association with The Tejas Scientific Researcher Foundation, India from November 07-09, 2024. (Springer Publications) (Scopus indexed)
• Anitha  N et al. . “Personal Finance Management and Prediction using ML Algorithms”, 8ᵗʰ IEEE International Conference on Computational Systems & Information Technology for Sustainable Solutions (CSITSS), held from 7ᵗʰ to 9ᵗʰ November, 2024, organized by RV College of Engineering, https://ieeexplore.ieee.org/abstract/document/10816949  
• Anitha N M et al. . “Fake Instagram Profile Detection”, 8ᵗʰ IEEE International Conference on Computational Systems & Information Technology for Sustainable Solutions (CSITSS), held from 7ᵗʰ to 9ᵗʰ November, 2024, organized by RV College of Engineering, https://ieeexplore.ieee.org/abstract/document/10816892.
• Anitha N M et al . “EfficientNetB7-Based Deep Learning for Skin Lesion Classification”, 8ᵗʰ IEEE International Conference on Computational Systems & Information Technology for Sustainable Solutions (CSITSS), held from 7ᵗʰ to 9ᵗʰ November, 2024, organized by RV College of Engineering, DOI:  https://ieeexplore.ieee.org/abstract/document/10816774.
• Anitha N, S N Shreyas, Tejas Kodoor, Vishnu S ,”Hybrid Parts of Speech Tagger For Morphologically Rich Languages in Springer International Conference on Data Mining and Information Security (ICDMIS 2024) organized by Eminent College of Engineering & Technology Kolkata held on 7^th -8^th October 2024.                           
• Jayashree, M., Anitha, N.. Feature Reduction Set for the Prediction of Renal Disease Using Ensemble Methods and Optimal Hyperplane Algorithms.,Data Science and Security. IDSCS 2023. Lecture Notes in Networks and Systems, vol 922. Springer, Singapore. https://doi.org/10.1007/978-981-97-0975-5_25, Nov 2023 published – 31 May 2024.
• Abhiram B S Kushal R, Anitha N, “A comprehensive Multi-Modal Approach to Predicting Autism in Early Childhood”, International Conference on Computing and Intelligent Information System (ICCIIS) organized by BNM institute of Technology, Bangalore from, April 19-20 2024
• Aaditi Sampritha, Chethana R, Anitha N, “Speech Noise Cancelling and Enhancement “, International Conference on Computing and Intelligent Information System (ICCIIS) organized by BNM institute of Technology, Bangalore from April 19-20 2024
• Indumathi, Anitha N, “Survey on Proactive Fault Tolerance in Fog Computing “, International Conference on Computing and Intelligent Information System (ICCIIS) organized by BNM institute of Technology, Bangalore from April 19-20 2024.
• Bindiya A J, Anitha N, “Robotic Process Automation : A software bot for Healthcare Sector”, IEEE International conference on “IITCEEE-1 Intelligent and Innovative Technologies in Computing, Electrical and Electronics JAN 2023  organized by BNMIT (Scopus Indexed) 

Patents

• Title of Invention: “A Remotely Operated Automated Robotic Lawnmower”, Date of Filling: 23/12/2024, Application number: 202441101804, Date of Publication: 10/01/2025
• Title of Invention: “IOT Based Automatic Suction Machine for Medical”, Date of Filling: 15/05/2024, Application number: 416984-001, Date of Grant: 13/12/2024
• Title of Invention: “IoT System for early Prediction of Chronic Renal Ailment”, Date of Filling: 29/06/2024,Application number: 202441049938,Date of Publication: 05/07/2024
• Title of Invention: “IoT Based Rechargeable Standee for Polio Eradication Survey “, Date of Filling: 15/05/2024, Application number: 416984-001
• Title of Invention: “Development of Under soil Networked IOT Devices for Continuous Monitoring in Agricultural Farms,  Date of Filling: 27/02/2024,  Application number: 202441014149
• Title of Invention: “Block chain-Based Remote Health Care Solutions With Extended Reality Assistance., Date of Filling: 25/02/2023, Application number: 202341023995
• Title of Invention: Design of Health Care Network Architecture for Dissemination of E-Health Records,  Date of Filling: 25/02/2020, Application number: 202041008020A        

Participation in Training courses/Seminars/Workshops

• Coordinated a One-week FDP on “Deep learning and Gen AI Applications”, which is an Initiative of the Ministry of Electronics & Information Technology (MeitY) Government of India, Organized by Electronics & ICT Academy IIT Roorkee In association with BNMIT, 20^th -25^th January 2025.
• Reviewer at Springer 7th International Conference on Intelligent Computing and Communication ICICC-2024” organized by the Department of Computer Science and Engineering, CMR Technical Campus, Hyderabad, Telangana during 30th & 31st August, 2024.
• Reviewer at 10^th International conference on Electronics, Computing and Communication Technologies (IEEE Connect)   Organized by IISC Bangalore during 12^th-14^th July 2024 Served as Jury Member for Internal SIH 2024 Evaluation.
• Reviewer at International Conference on Intelligent Systems in Computing and Communication” (ISCComm-2023) organized by Mangalore Institute Technology & Engineering, Moodabidri, India on 8th and 9th December,2023.
• Reviewer at “5th international springer conference on computer & communication technologies (ic3t)-2023   organized by the Department of Electronics and Communication Engineering (ECE), Kakatiya Institute of Technology & Science (KITS), Warangal during 6-7 October, 2023
• Reviewer at International Conference on Data, Decisions and Systems Conference’ 23 on the account of Computer Science Week by IEEE Computer Society Bangalore chapter, hosted by NITK Surathkal, India on 1st & 2nd December, 2023.
• Reviewer at “ International Conference at Computing and Data Analytics College of Computing & Information Sciences University of Technology and Applied Sciences – Ibri  Sultanate of Oman  to be held during 10-12 December 2023.
• Reviewer at “Second IEEE International Conference CENTCON-2022” held during 22-24 December 2022. IEEE International conference-session chair held on 23^rd and 24^th December 2022.at JSSATE Bangalore
• SESSION CHAIR at the “2nd International Conference on Research Trends in Engineering & Management (ICRTEM-2022)” Organized by R R Institute of Technology, Bengaluru, India held on 25th & 26th August 2022.
• Reviewer in 4th IEEE International conference organized by JSSATE Bangalore, December 2022.
• Session chair at IEEE International Conference on ” Intelligent & Innovative Technologies in Computing, Electrical And Electronics organized by BNMIT, Bangalore -January 2023.
• Reviewer in 2nd IEEE International conference organized by Dayananda Sagar University, Bangalore, December 2022.
• Reviewer for IEEE International conference “ICAECIS” organised by BIT, Bangalore,2023.
• Delivered an Expert talk in “Problem Solving in AI using search techniques”, at SAPTHAGIRI COLLEGE OF ENGINEERING, Bengaluru on 10^th November 2022.
• 5 Day IEE FDP on Quantum Computing: Algorithms & Applications organized by  NIT Warangal from 15^th-19^th July 2024.
• Faculty Development Program on “Advanced AI Tools, Techniques, and Applications” from 02-09-2024 to 06-09-2024 organized by Department of CSE, Gopalan College of Engineering and Management
• 5 Day International Faculty Development Program on Gen-AI and Prompt Engineering Using Microsoft Co-Pilot organized by BNM Institute of Technology Bangalore (BNMIT) – Karnataka, D.Y. Patil Agriculture and Technical University Talsande – Maharashtra, and Marwadi University Rajkot – Gujarat in Collaboration with ExcelR Edtech Pvt. Ltd. from 16th Sep to 20th Sep 2024.
• 5 day FDP on “Cyber Security and Ethical Hacking” organized by Kalpataru Institute of Technology from 12th Feb -17th Feb 2024
• 5 day  FDP on ”Advances in Cyber Security & NLP organized by Niral Networks from 24-06-2024 to 28-06-2024
• 40 Hr online FDP on “Machine Learning and deep learning for real time applications” organized by NIT, Warangal, from 22^nd August -2^nd September 2022
• 5 Day FDP on “Introduction to Web Programming” organized by VTU-AICTE from 27^th to 31^st March 2023.
• 5 Day FDP on “Machine Learning and IOT applications in VLSI Design” organized by SEA College of Engineering from 10th to 14th May 2022.
• 7 Day National level FDP on “ Big Data Analytics and Machine Learning” organized by EPCET, Bangalore from 26th March to 1st April 2022.
• 5 Day International FDP on “Data Analytics and Machine Learning” organized by Mizoram University and North-Eastern Hill University, India, 21st March to 25th March 2022.
• 5 Day National level FDP on “Data Science and Machine Learning” organized by New Horizon College of Engineering from 7th March to 11th March 2022
• . AICTE approved 5 day FDP on “Quantum Computing Algorithms and Machine Learning” from 2nd August to 6th August 2021 at Birla Institute of Technology, Mesra.
• AICTE approved 5 day FDP on “Practical insight into key concepts of Block chain” at MSRIT, Bangalore from 12th July to 16th July 2021
• AICTE approved 5 day FDP on “Quantum Computing” at Birla Institute of Technology, Mesra, from 21st June to 25th June 2021

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