Dr Anisha Prima Rodrigues

Associate Professor

About

Dr. Anisha P. Rodrigues is an academician, researcher, and mentor with a passion for Artificial Intelligence and Data Science. She is committed to fostering an engaging and student-centric learning environment that promotes innovation, critical thinking, and lifelong learning. Her research focuses on developing intelligent, AI-driven solutions to address real-world challenges, while actively mentoring students and encouraging interdisciplinary research for societal impact.

Education Qualifications

Sl.No	Qualification Level	University	Area of Specialization	Year of completion
1	Ph. D	VTU,Balagavi	Natural Language Processing	2020
2	M.Tech	VTU,Balagavi	Computer Science and Engineering	2012
3	B.E.	VTU,Balagavi	Electrical and Electronics Engineering	2006

Responsibilities At SJEC

Academic

BoS Member, Department of M.Sc. Big Data Analytics, St. Agnes College(Autonomous), Mangalore.
BoS Member, Department of Computer Applications(MCA), St. Agnes College(Autonomous), Mangalore.

Work Experience

St.Joseph Engineering College, Vamanjoor
- Associate Professor in the Department of Intelligent Computing and Business Systems
- 01/07/2026 to Present
NMAM Institute of Technology, Nitte
- Associate Professor in the Department of Computer Science and Engineering
- 01/06/2012 to 30/06/2026
NMAM Institute of Technology, Nitte
- Lecturer in the Department of Electrical and Electronics Engineering
- 05/03/2009 to 31/07/2010
Sony India Private Ltd
- Software Engineer
- 26/11/2007 to 26/02/2009
Shree Devi Institute of Technology, Kenjar
- Lecturer in the Department of Electronics and Communication Engineering
- 01/08/2007 to 24/11/2007
N.I.T.K
- Assistant Lecturer in the Department of Information Technology
- 28/07/2006 to 18/05/2007.

Research Areas

Natural Language Processing, Big Data Analytics, Artificial Intelligence, Deep Learning, Pattern Recognition,Cyber Security

Journal Publications

“HyDNN: A Hybrid Deep Learning Approach for Phishing URL Detection” Published in Emerging Science Journal (ISSN: 2610-9182), Ital Publication, Vol.0, No. 3, June, 2026, Scopus Indexed(Q1), DOI: https://doi.org/10.28991/ESJ-2026-010-03-033
“Cloud Security Anomaly Detection Using AI: A Real-Time Anomaly Detection System for Cloud Workloads” published in IJRDO - Journal of Applied Science (ISSN: 2455-6653), Volume-12, Issue-1, April 2026,https://ijrdojas.com/article/view/6657
“ECO-HYBRID: Sustainable Waste Classification Using Transfer Learning with Hybrid and Enhanced CNN Models” Sustainability 2025, 17(19), 8761, Published: 29 September 2025, Web of Science(SCI) Indexed (Q1), Scopus Indexed, DOI: https://doi.org/10.3390/su17198761
“Multi-Modal Comparative Analysis on Audio Dub Detection Using Artificial Intelligence”, IEEE Access, vol. 13, pp. 128856 - 128878, ISSN: 2169-3536, 21 July 2025, Web of Science(SCI) Indexed (Q1), Scopus Indexed. DOI: 10.1109/ACCESS.2025.3591306
“Synergy of industrial wastes in eco-friendly, air-cured alkali-activated pavement concrete composites: properties, embodied carbon and energy assessment and modelling”, Road Materials and Pavement Design Journal, Taylor & Francis
Publication,1-30, 12 July 2025, Web of Science(SCI) Indexed (Q1), Scopus Indexed. DOI: https://doi.org/10.1080/14680629.2025.2495705
“Brain Tumour Detection Using VGG-Based Feature Extraction With Modified DarkNet-53 Model” International Journal of Biomedical Imaging, Wiley Publication, Volume 2025, Issue 1, 30 May 2025, Web of Science(ESCI) Indexed (Q1), Scopus Indexed. DOI: https://doi.org/10.1155/ijbi/5535505
“Predictive Modelling of Pavement Quality Fibre-Reinforced Alkali-Activated Nano-Concrete Mixes through Artificial Intelligence” Studia Geotechnica et Mechanica Journal, Oficyna Wydawnicza Politechniki Wroclawskiej Publication, Published Online: Mar 24, 2025, Web of Science(ESCI) Indexed (Q3), Scopus Indexed. DOI: https://doi.org/10.2478/sgem-2025-0007
“Exponentially Carpet Weaving Optimization Enabled GoogleNet for Melanoma Classification using Skin Images”, Journal of Information Systems Engineering and Management, IADITI - International Association for Digital Transformation and Technological Innovation publisher, Vol. 10 No. 15s (2025), pp. 778–788, EISSN: 2468-4376, Feb 2025, Scopus Indexed(Q4).DOI:https://doi.org/10.52783/jisem.v10i15s.2520
“Multi-modal Comparative Analysis on Execution of Phishing Detection using Artificial Intelligence”, IEEE Access, vol. 12, pp. 163016-163041, ISSN: 2169- 3536, 04 November 2024, Web of Science(SCI) Indexed (Q1), Scopus Indexed. DOI: 10.1109/ACCESS.2024.3491429
“Intelligent Models for Prediction of Compressive Strength of Geopolymer Pervious Concrete Hybridized with Agro-Industrial and Construction-Demolition Wastes”, Studia Geotechnica et Mechanica Journal, Oficyna Wydawnicza Politechniki Wroclawskiej Publication, ISSN:0137-6365, 26 Sep 2024, Web of Science(ESCI) Indexed (Q3), Scopus Indexed. DOI: https://doi.org/10.2478/sgem-2024-0020
“Flamingo Search Sailfish Optimizer Based SqueezeNet for Detection of Breast Cancer Using MRI Images”, Cancer Investigation Journal, Taylor & Francis publication, ISSN:0735-7907E-ISSN:1532-4192 (2024), 1-24, 20 Sep 2024, Web of Science(SCI) Indexed (Q3), Scopus Indexed, DOI: https://doi.org/10.1080/07357907.2024.2403088
“Severity of lung infection identification and classification using optimization‑enabled deep learning with IoT”, MULTIMEDIA SYSTEMS, SPRINGER Nature publication, ISSN:0942-4962E-ISSN:1432-1882, Volume 30, article number 107, (2024), 1 APRIL 2024, Web of Science(SCI) Indexed (Q1), Scopus Indexed, DOI: https://doi.org/10.1007/s00530-024-01275-2.
“Tulu Language Text Recognition and Translation”, IEEE Access, Volume: 12, Page(s): 12734 – 12744, 18 January 2024, E-ISSN: 2169-3536, Web of Science(SCI) Indexed (Q1), Scopus Indexed, DOI: 10.1109/ACCESS.2024.3355470.
“Comparative analysis of machine learning techniques in the prediction of the strength of structural concrete”, Materials Today: Proceedings, Elsevier Publication, 2023, E-ISSN:2214-7853, Scopus Indexed(Q2), DOI: https://doi.org/10.1016/j.matpr.2023.04.371
"Smart modelling system for alkali-activated concrete pavements using machine learning techniques", Asian Journal of Civil Engineering, Springer Publication 2023, ISSN: 1563-0854, Scopus Indexed(Q3), DOI: https://doi.org/10.1007/s42107-023-00635-z
"TAKEN: A Traffic Knowledge-Based Navigation System for Connected and Autonomous Vehicles", Sensors, MDPI Publication 2023, 23(2), 653, ISSN:1424-8220, Web of Science(SCI) Indexed (Q1), DOI: https://doi.org/10.3390/s23020653
"Dolphin-political optimized tversky index based feature selection in spark architecture for clustering big data", Advances in Engineering Software, Volume 176,2023,103331, Publisher: Elsevier, ISSN:0965-9978, E-ISSN:1873-5339, Scopus Indexed, Web of Science(SCI) Indexed (Q1), 5 December 2022, DOI: https://doi.org/10.1016/j.advengsoft.2022.103331.
"Skin lesion classification of dermoscopic images using machine learning and convolutional neural network", Scientific Reports 12, 18134 (2022). Publisher: Springer Nature, ISSN:2045-2322, Scopus Indexed, Web of Science(SCI) Indexed (Q1), DOI:https://doi.org/10.1038/s41598-022-22644-9
“Real-Time Twitter Trend Analysis Using Big Data Analytics and Machine Learning Techniques”, published in Wireless Communications and Mobile Computing journal, Wiley publication, ISSN:1530-8669, E-ISSN:1530-8677, Article ID 3920325, 13 pages, Volume 2021, Scopus Indexed, Web of Science(SCI) Indexed (Q2), DOI: https://doi.org/10.1155/2021/3920325
“Performance Study on Indexing and Accessing of Small File in Hadoop Distributed File System”, published in Journal of Information and Knowledge Management, ISSN:0219-6492, E-ISSN:1793-6926,2021, World Scientific Publication, Journal Metrics: Cite Score:1.5, SJR:0.236, SNIP:0.592, Scopus Indexed, Web of Science(ESCI) Indexed(Q2),DOI: https://doi.org/10.1142/S0219649221500519
“Big Five Factor Based Movie Rate Prediction Using Machine Learning Techniques” published in International Journal of Research in Engineering, Science and Management (ISSN 2581-5792), IJRESM, vol. 5, no. 6, pp. 132–137,
Jun. 2022, DOI:https://www.journals.resaim.com/ijresm/article/view/2175
“Language to Language Translation System Using LSTM” published in International Journal of Advanced Trends in Computer Science and Engineering (ISSN 2278-3091), pp. 2774- 2778, Volume 10, No.4, July - August 2021, Scopus Indexed, DOI:https://doi.org/10.30534/ijatcse/2021/191042021
“Comparative analysis of machine learning algorithms for lip print-based person identification” published in Evolutionary Intelligence (ISSN: 1864-5909), Springer Publication, Published: 16 January 2021, Journal Metrics: Cite Score:1.7, SJR:0.302, SNIP:0.844, Web of Science(ESCI) Indexed, Scopus Indexed(Q1), DOI: https://doi.org/10.1007/s12065-020-
00561-y
“Aspect Based Classification of Product Reviews using Hadoop Framework”, Cogent Engineering (ISSN: 2331-1916), Taylor and Francis Publication, Volume 7, Issue 1 ,2020, Journal Metrics: Cite Score:2.5, SJR:0.323, SNIP:0.991, Web of Science(ESCI) Indexed, Scopus Indexed(Q2); DOI: https://doi.org/10.1080/23311916.2020.1810862
“Aspect Based Opinion Mining on Mobile Product” published in International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN:2278-3075, Volume-9 Issue-5, March 2020, Scopus Indexed.
“An Extractive Summarization Technique for Text Documents” published in International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249 – 8958, Volume-8 Issue-6, August 2019, Scopus Indexed.
“Image Forgery Detection Using DCT and Quantization Matrix Techniques” published in International Journal of Engineering and Advanced Technology (IJEAT) ISSN: 2249 – 8958, Volume-8 Issue-6, August 2019, Scopus Indexed.
“A new framework to locate, connect and share mobile web services through intelligence techniques” published in Evolutionary Intelligence (ISSN: 1864- 5909), Springer Publication, 03 June 2019, Web of Science(ESCI) Indexed, Scopus Indexed(Q1), DOI: 10.1007/s12065-019-00249-y
“A new big data approach for topic classification and sentiment analysis of Twitter data”, Evolutionary Intelligence (ISSN: 1864-5909), Springer Publication, Published: 07 May 2019, Web of Science(ESCI) Indexed, Scopus Indexed(Q1),DOI: https://doi.org/10.1007/s12065-019-00236-3.
“Real time Twitter data Analysis using Hadoop Ecosystem ", Cogent Engineering (ISSN: 2331-1916), Volume 5, 2018 - Issue 1, Taylor and Francis Publication, Journal Metrics: IPP:0.93, SJR:0.204, SNIP:0.551, Web of Science(ESCI) Indexed, Scopus Indexed(Q2), DOI: https://doi.org/10.1080/23311916.2018.1534519.
“Human Identification with Periocular Recognition using Euclidean Bhattacharyya and Manhattan Distance with Performance Analysis” published in ABHIYANTRIKI, Volume 4, No. 6, eISSN: 2394-627X, June 2017.
“Sentiment Analysis of Social Media Data using Hadoop Framework: A Survey”, International Journal of Computer Applications, Volume 151 – No.6, October 2016.
“Study on handling Semi-structured data using NoSQL database”, International Journal of Engineering and Innovative Technology, ISSN 2277-3754, VOL-5, Issue No-7, May, 2016.
“Hadoop MapReduce JOB Scheduler Implementation and Analysis in Heterogeneous Environment”, International Journal of Research in Computer and Communication Technology, VOL-4, Issue No-3, March 2015.
“Dynamic processing slots scheduling for I/O intensive jobs of Hadoop on Pathology Data”, International Journal of Advanced Research in Computer Engineering & Technology, Volume 3, Issue 7, July 2014.
Book Chapter:
1. “Identification and Classification of Paddy Crop Diseases Using Big Data Machine Learning Techniques” published in Data Science and Data Analytics: Opportunities and Challenges (1st ed.). Chapter No. 4, eBook Published:23 September 2021, eBook ISBN:9781003111290, Chapman and Hall/CRC. https://doi.org/10.1201/9781003111290
2. “Efficient Virtual Reality-Based Platform for Virtual Concerts”. In Tyagi, A. K. (Ed.), Multimedia and Sensory Input for Augmented, Mixed, and Virtual Reality (pp. 148-164). IGI Global. http://doi:10.4018/978-1-7998-4703-8.ch008
3. “Social Big data mining: A Survey Focused on Sentiment Analysis” published in Handbook of Research on Emerging Trends and Applications of Machine Learning , Chapter No. 25, Page Number: 528-549, IGI Global, 2020. 1-674. Web. 29 Jan. 2020. doi:10.4018/978-1-5225-9643-1.

Conference Proceedings

“Melanoma Classification using Adaptive Nutcracker Optimization -based Dense Residual Dual-Shuffle Attention Network using skin images” in the 2026 International Conference on Artificial Intelligence and Data Engineering (AIDE) organized by NMAMIT, Nitte, India during 05-07 February 2026. Electronic ISBN: 979-8-3315-9228-8, Print on Demand (PoD) ISBN: 979-8-3315-9229-5. Date Added to IEEE Xplore: 05 June 2026, DOI:10.1109/AIDE69088.2026.11545167
“Automated Cattle Age Estimation Using Dentition Analysis and Deep Learning” in 2026 5th International Conference on Innovative Practices in Technology and Management (ICIPTM) organized by Amity University, Noida, India during 19- 21 February 2026. Electronic ISBN: 979-8-3195-4328-8, Print on Demand (PoD) ISBN: 979-8-3195-4329-5. Date Added to IEEE Xplore: 13 April 2026, DOI: 10.1109/ICIPTM69057.2026.11465979
“ROS2-Integrated Autonomous Vehicle Simulation with Behavioural Cloning and YOLOv8 Vision Perception” in 2026 5th International Conference on Innovative Practices in Technology and Management (ICIPTM) organized by Amity University, Noida, India during 19-21 February 2026. Electronic ISBN: 979-8-3195-4328-8, Print on Demand (PoD) ISBN: 979-8-3195-4329-5. Date
Added to IEEE Xplore: 13 April 2026, DOI: 10.1109/ICIPTM69057.2026.11465582
“Intelligent Theft Management System: A YOLO-Based Real-Time CCTV Monitoring for Jewellers” in 2026 5th International Conference on Innovative Practices in Technology and Management (ICIPTM) organized by Amity University, Noida, India during 19-21 February 2026. Electronic ISBN: 979-8- 3195-4328-8, Print on Demand (PoD) ISBN: 979-8-3195-4329-5. Date Added to
IEEE Xplore: 13 April 2026, DOI: 10.1109/ICIPTM69057.2026.11465204
“Design and Implementation of a Hybrid Post-Quantum Cryptography (PQC) Enabled VPN for Quantum Resistant Secure Communication” in 2026 5th International Conference on Innovative Practices in Technology and Management (ICIPTM) organized by Amity University, Noida, India during 19-21 February 2026. Electronic ISBN: 979-8-3195-4328-8, Print on Demand (PoD) ISBN: 979- 8-3195-4329-5. Date Added to IEEE Xplore: 13 April 2026, DOI: 10.1109/ICIPTM69057.2026.11466007
“Design and Implementation of a Hybrid Post-Quantum Cryptography (PQC) Enabled VPN for Quantum Resistant Secure Communication” in 2026 5th International Conference on Innovative Practices in Technology and Management (ICIPTM) organized by Amity University, Noida, India during 19-21 February 2026. Electronic ISBN: 979-8-3195-4328-8, Print on Demand (PoD) ISBN: 979-8-3195-4329-5. Date Added to IEEE Xplore: 13 April 2026, DOI:10.1109/ICIPTM69057.2026.11466007
“Enhancing Privacy Through Federated Learning AI” in 2025 3rd International Conference on Recent Advances in Information Technology for Sustainable Development (ICRAIS) organized by Manipal, India during 03-04 September
2025. Electronic ISBN: 979-8-3315-0143-3, Print on Demand (PoD) ISBN: 979- 8-3315-0144-0. Date Added to IEEE Xplore: 18 November 2025, DOI: 10.1109/ICRAIS66073.2025.11234730
“Local Language Handwritten Character Recognition” at the IEEE conference on Artificial Intelligence & Data Engineering (AIDE 2025) at NMAMIT, Nitte, held on February 6-7, 2025, Electronic ISBN: 979-8-3315-2751-8, Print on Demand(PoD) ISBN: 979-8-3315-2752-5. Date Added to IEEE Xplore: 12 May 2025, DOI:10.1109/AIDE64228.2025.10987295
“Deep Forensic sketch Analysis” at the IEEE conference on Artificial Intelligence & Data Engineering (AIDE 2025) at NMAMIT, Nitte held on February 6-7, 2025, Electronic ISBN: 979-8-3315-2751-8, Print on Demand (PoD) ISBN: 979-8-3315-2752-5. Date Added to IEEE Xplore: 12 May 2025, DOI: 10.1109/AIDE64228.2025.10987486
“IoT intrusion: Detection Methods and Mitigation Strategies” at the IEEE conference on Artificial Intelligence & Data Engineering (AIDE 2025) at NMAMIT, Nitte held on February 6-7, 2025. Electronic ISBN: 979-8-3315-2751-8, Print on Demand (PoD) ISBN: 979-8-3315-2752-5. Date Added to IEEE Xplore: 12 May 2025, DOI: 10.1109/AIDE64228.2025.10987325
“Olympic Games Analysis and visualization for Medal Prediction” at the IEEE conference on Artificial Intelligence & Data Engineering (AIDE 2025) at NMAMIT, Nitte held on February 6-7, 2025. Electronic ISBN: 979-8-3315-2751- 8, Print on Demand (PoD) ISBN: 979-8-3315-2752-5. Date Added to IEEE Xplore: 12 May 2025, DOI: 10.1109/AIDE64228.2025.10987539
“Face Detection and Emotion Recognition” in 2024 International Conference on Computing, Semiconductor, Mechatronics, Intelligent Systems and Communications (COSMIC) organized by Mangalore, India during 22-23 November 2024. Electronic ISBN: 979-8-3315-1789-2, Print on Demand (PoD) ISBN: 979-8-3315-1790-8. Date Added to IEEE Xplore: 12 February 2025, DOI:10.1109/COSMIC63293.2024.10871411
“Human Stress Detection” in 2024 International Conference on Computing, Semiconductor, Mechatronics, Intelligent Systems and Communications (COSMIC) organized by Mangalore, India during 22-23 November 2024. Electronic ISBN: 979-8-3315-1789-2, Print on Demand (PoD) ISBN: 979-8-3315-1790-8. Date Added to IEEE Xplore: 12 February 2025, DOI:10.1109/COSMIC63293.2024.10871414
“Comprehensive URL Classification System using Machine Learning” in 2024 2nd International Conference on Recent Advances in Information Technology for Sustainable Development (ICRAIS) organized by Manipal, India during 06-07 November 2024. Electronic ISBN: 979-8-3503-5446-1, Print on Demand (PoD) ISBN: 979-8-3503-5452-2. Date Added to IEEE Xplore: 31 December, DOI:10.1109/ICRAIS62903.2024.10811713
“Video Anomaly Detection” in 2024 2nd International Conference on Recent Advances in Information Technology for Sustainable Development (ICRAIS) organized by Manipal, India during 06-07 November 2024. Electronic ISBN: 979-8-3503-5446-1, Print on Demand (PoD) ISBN: 979-8-3503-5452-2. Date Added to IEEE Xplore: 31 December, DOI: 10.1109/ICRAIS62903.2024.10811703.
“Audio Dub Detection Using Machine Learning” in 2024 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER)organized bySt.Joseph Engineering College, Mangalore, India during 18-19 October 2024. Electronic ISBN: 979-8-3503-5059-3, Print on Demand (PoD) ISBN: 979-8-3503-5060-9. Date Added to IEEE Xplore: 19
November 2024, DOI: 10.1109/DISCOVER62353.2024.10750616.
“Adaptive Lotus Effect Algorithm Enabled Long Short-Term Memory for Rainfall Prediction Using Time Series Data”,published: 16 November 2024, Print ISBN:978-3-031-75604-7,Online ISBN:978-3-031-75605-4In: T., S., L., D., Rajesh, S. (eds) Intelligent Systems in Computing and Communication. ISCComm 2023. Communications in Computer and Information Science, vol
2231. Springer, Cham. https://doi.org/10.1007/978-3-031-75605-4_7
“Predictive Analytics Techniques in the Agricultural Industry: A Case Study” in 2024 11th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO) organized by Amity University, Noida, India during 14-15 March 2024. Electronic ISSN: 2769-2884,Print on Demand (PoD) ISSN: 2469-875X. Date Added to IEEE Xplore: 14 May 2024, DOI: 10.1109/ICRITO61523.2024.10522171.
“A Comparative Study of Feature Extraction Methods in Image Classification using Convolution Neural Network Model” in 2023 International Conference on Recent Advances in Information Technology for Sustainable Development (ICRAIS) organized by Department of Information and Communication Technology, Manipal Institute of Technology, Manipal during 6 - 7 November 2023. Electronic ISBN: 979-8-3503-0663-7, Print on Demand(PoD) ISBN: 979-8-3503-0664-4. Date Added to IEEE Xplore: 27December 2023, DOI:10.1109/ICRAIS59684.2023.10367096
“Diabetics Prediction Using Ensembled and Hyper Tuned Machine Learning Models” in 2023 International Conference on Network, Multimedia and Information Technology (NMITCON) organized at Nitte Meenakshi Institute of Technology,Bengaluru during 1st-2nd September 2023. Electronic ISBN: 979-8- 3503-0082-6, Print on Demand(PoD) ISBN: 979-8-3503-0083-3. DOI: 10.1109/NMITCON58196.2023.10276344
“A study on the evaluation of different regressors in Weather Prediction” in 2022 International Conference on Artificial Intelligence and Data Engineering (AIDE) organized at N.M.A.M.Institute of Technology, Nitte, Karkala during 22- 23 December 2022. Electronic ISBN: 978-1-6654-9304-8, Print on Demand(PoD) ISBN: 978-1-6654-9305-5.Date Added to IEEE Xplore: 15 March 2023, DOI: 10.1109/AIDE57180.2022.10060814
“Influencers Analysis from Social Media Data” in 2022 International Conference on Artificial Intelligence and Data Engineering (AIDE) organized at N.M.A.M.Institute of Technology, Nitte, Karkala during 22-23 December 2022. Electronic ISBN: 978-1-6654-9304-8, Print on Demand(PoD) ISBN: 978-1-6654- 9305-5.Date Added to IEEE Xplore: 15 March 2023, DOI: 10.1109/AIDE57180.2022.10059732
“Emotion Detection in Multimedia Data Using Convolution Neural Network” in 2022 International Conference on Artificial Intelligence and Data Engineering (AIDE) organized at N.M.A.M.Institute of Technology, Nitte, Karkala during 22-23 December 2022. Electronic ISBN: 978-1-6654-9304-8, Print on Demand(PoD) ISBN: 978-1-6654-9305-5.Date Added to IEEE Xplore: 15 March 2023, DOI:10.1109/AIDE57180.2022.10060384
“Brain Tumor Detection using Machine Learning and Convolutional Neural Network” in 2022 International Conference on Artificial Intelligence and Data Engineering (AIDE) organized at N.M.A.M.Institute of Technology, Nitte, Karkala during 22-23 December 2022. Electronic ISBN: 978-1-6654-9304-8, Print on Demand(PoD) ISBN: 978-1-6654-9305-5.Date Added to IEEE Xplore: 15 March 2023, DOI: 10.1109/AIDE57180.2022.10060254
“Recognition of Moving Vehicle Number Plates using Convolutional Neural Network and Support Vector Machine Techniques” in 2021 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (2021 IEEE DISCOVER) organized by IEEE Mangalore Subsection in association with IEEE Bangalore Section at N.M.A.M.Institute of Technology,Nitte, Karkala during 19-20 November, 2021.Electronic ISBN: 978-1-6654-1244-5, Print on Demand(PoD) ISBN: 978-1-6654-2952-8.Date Added to IEEE Xplore:05 January 2022, DOI: 10.1109/DISCOVER52564.2021.9663618
“Comparative Analysis of Bank Loan Defaulter Prediction Using Machine Learning Techniques” in 2021 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (2021 IEEE DISCOVER) organized by IEEE Mangalore Subsection in association with IEEE Bangalore Section at N.M.A.M.Institute of Technology, Nitte, Karkala during 19-20
November, 2021. Electronic ISBN: 978-1-6654-1244-5, Print on Demand(PoD) ISBN: 978-1-6654-2952-8.Date Added to IEEE Xplore: 05 January 2022, DOI: 10.1109/DISCOVER52564.2021.9663662
“Breatheasy - An android application to quit the smoking” 2021 IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (2021 IEEE DISCOVER) organized by IEEE Mangalore Subsection in association with IEEE Bangalore Section at N.M.A.M.Institute of Technology, Nitte, Karkala during 19-20 November, 2021. Electronic ISBN: 978-1-6654-
1244-5, Print on Demand(PoD) ISBN: 978-1-6654-2952-8.Date Added to IEEE Xplore: 05 January 2022, DOI: 10.1109/DISCOVER52564.2021.9663588
“Intelligent IoT-Based Product Dispenser and Billing System”, Second International conference on Artificial Intelligence and Data Engineering (AIDE2020) at N.M.A.M. Institute of Technology, Nitte, December 22-23 2020. Recent Advances in Artificial Intelligence and Data Engineering. Advances in Intelligent Systems and Computing, vol 1386, pp 51-63, Springer, Singapore. Print ISBN: 978-981-16-3341-6, Online ISBN:978-981-16-3342-3, Published :01 November 2021,DOI: https://doi.org/10.1007/978-981-16-3342-3_5.
“Kannada Handwritten Script Recognition using Machine Learning Techniques”, Third IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (2019 DISCOVER), Manipal Institute of Technology, Manipal, India, August 2019. Electronic ISBN: 978-1-7281-3735-3, Print on Demand(PoD) ISBN: 978-1-7281-3736-0.Date Added to IEEE Xplore: 27 February 2020, DOI: 10.1109/DISCOVER47552.2019.9008097
“An Approach towards Stateless Chatbots with the Benefit of Tensorflow over Spacy Pipeline”, Artificial Intelligence and Data Engineering (AIDE 2019) at N.M.A.M. Institute of Technology, Nitte, May 2019. Advances in Artificial Intelligence and Data Engineering. AIDE 2019. Advances in Intelligent Systems and Computing, vol 1133,pp 483-496. Springer, Singapore. Print ISBN: 978-981-15-3513-0, Online ISBN: 978-981-15-3514-7, Published: 14 August 2020, DOI:https://doi.org/10.1007/978-981-15-3514-7_37.
“Segmentation of Lip Print Images using Clustering and Thresholding Techniques”, Artificial Intelligence and Data Engineering (AIDE 2019) at N.M.A.M. Institute of Technology, Nitte, May 2019. Advances in Artificial Intelligence and Data Engineering. AIDE 2019. Advances in Intelligent Systems and Computing, vol 1133,pp 1023-1034. Springer, Singapore. Print ISBN: 978- 981-15-3513-0, Online ISBN: 978-981-15-3514-7, Published: 14 August 2020, DOI: https://doi.org/10.1007/978-981-15-3514-7_76.
“Aspect Based Sentiment Analysis on Product Reviews”, IEEE Sponsored Fourteenth International Conference on Information Processing (ICInPro) - 2018, Bengaluru, December 2018. Electronic ISBN: 978-1-5386-7796-4, Print on Demand(PoD) ISBN: 978-1-5386-7797-1.Date Added to IEEE Xplore: 20 May 2020, DOI: 10.1109/ICINPRO43533.2018.9096796
“IoT based Smart Security for the Blind”, IEEE Sponsored Fourteenth International Conference on Information Processing (ICInPro) - 2018, Bengaluru, December 2018. Electronic ISBN: 978-1-5386-7796-4, Print on Demand(PoD) ISBN: 978-1-5386-7797-1.Date Added to IEEE Xplore: 20 May 2020, DOI: 10.1109/ICINPRO43533.2018.9096750
“Sentiment Analysis of Real Time Twitter data using Big data Approach” IEEE Sponsored 2nd International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS-2017), R.V. COLLEGE OF ENGINEERING, Bengaluru, 21-23 December 2017. Electronic ISBN: 978-1-5386-2044-1, Print on Demand(PoD) ISBN: 978-1-5386-2045-8.Date Added to IEEE Xplore: 30 August 2018, DOI:10.1109/CSITSS.2017.8447656
“Movie Dataset Analysis using Hadoop-Hive” IEEE Sponsored 2nd International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS-2017), R.V. COLLEGE OF ENGINEERING, Bengaluru, 21-23 December 2017. Electronic ISBN: 978-1-5386-2044-1, Print on Demand(PoD) ISBN: 978-1-5386-2045-8.Date Added to IEEE Xplore: 30 August 2018, DOI: 10.1109/CSITSS.2017.8447828
“Comparative study of machine learning techniques in Sentimental analysis”, International IEEE Conference on Inventive Communication and Computational Technologies(ICICCT-2017), Ranganathan Engineering College, Coimbatore, India, 10-11 March 2017. Electronic ISBN: 978-1-5090-5297-4, Print on Demand(PoD) ISBN: 978-1-5090-5298-1.Date Added to IEEE Xplore: 17 July 2017, DOI: 10.1109/ICICCT.2017.7975191
“Mining Online Product Reviews and Extracting Product features using Unsupervised method”, 13th International IEEE India conference, INDICON-2016, organized by IEEE India chapter at IISc, Bangalore, 16-18 December 2016. Electronic ISBN: 978-1-5090-3646-2, Print on Demand(PoD) ISBN: 978-1-5090-3647-9.Date Added to IEEE Xplore: 02 February 2017, DOI:
10.1109/INDICON.2016.7839054
“Performance Enhancement of Hadoop MapReduce Framework for Analysing Big Data work”, IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT 2015), SVS College of Engineering, Coimbatore, Tamil Nadu, India, 05-07 March 2015. Electronic ISBN: 978-1-4799-6085-9, Print on Demand(PoD) ISBN: 978-1-4799-6084-2.Date Added to
IEEE Xplore: 27 August 2015, DOI: 10.1109/ICECCT.2015.7226049

Awards and Recognitions

Best Paper Award, “Local Language Handwritten Character Recognition”, at the IEEE conference on Artificial Intelligence & Data Engineering (AIDE 2025) at NMAMIT, Nitte, held on February 6-7, 2025.
Best Paper Award, “Video Anomaly Detection”, at the 2nd IEEE International Conference on Recent Advances in information Technology for Sustainable Development at MIT Manipal held on November 6-7, 2024.
Paper titled “Real-time Twitter data Analysis using Hadoop Ecosystem” has received the Cogent Engineering Best Paper Award, for the publication during 2017 and 2018, Taylor and Francis Publication
“Sentiment Analysis of Real Time Twitter data using Big data Approach” has won II place in the Computer Science and Engineering/Information Science and Engineering Stream of “M. Tech. Project Exhibition-2018”, held at N.M.A.M. Institute of Technology, Nitte on 15th May 2018.
Received Best Paper Award, “Blind Forgery Detection using Passive Approach”, State level technical paper presentation IEINITTE-2017, March 2017 at NMAMIT, Nitte.
Received Best Paper Award, “Interceptor-A vehicle Surveillance system”, Jnanasangama -2015 – A National Level Student Conference, VCET, Puttur, 2nd May, 2015.

Patents:

REAL TIME IMAGE TO SKETCH GENERATION SYSTEM, Application No. 202541013743 A, Publication Date: 18/02/2025,Published on 03/05/2024
PHISHING URL DETECTION SYSTEM,Application No. 202441098235 A, Publication Date: 20/12/2024
VIDEO ANOMALY DETECTION USING MULTIPLE INSTANCE LEARNING AND REINFORCEMENT LEARNING,Application No. 202441097037 A, Publication Date: 13/12/2024.
AUDIO MANIPULATION DETECTION SYSTEM,Application No. 202441097035 A Publication Date: 13/12/2024.
UNIFORM RESOURCE LOCATOR CLASSIFICATION SYSTEM,Application No. 202441097034 A, Publication Date: 13/12/2024.
TO SLIDING DRIVING HELMET FOR BETTER AIR VENTILATION WITH IOT FEATURES, Application No.202141005226 A Publication Date: 19/02/2021.

RESEARCH SUPERVISION:
- One full-time PhD research scholar who successfully defended the doctoral thesis and completed the PhD degree requirements under Nitte (Deemed to be University).

Membership in professional Bodies

Life Member of Indian Society for Technical Education (ISTE)

Workshop/FDPs Attended

INVITED TALKS:

“Pathways to Research: From Curiosity to Innovation” organised by Dr.NSAM First Grade College, Nitte on 20th Sept 2025.
Faculty Development Program on “Data Science – Industry and Academia Perspectives” organised by the Department of Artificial Intelligence and Data Science Engineering in association with IQAC, NMAM Institute of Technology, Nitte during 13th March to 17th March 2023
Faculty Development Program on “Research Avenues in DS & ML” organised by Department of Master of Computer Applications, The National Institute of Engineering, Mysuru during, 2-6 January 2023.
Faculty Development Program on “IT SKILLS” organised by Department of Computer Science & Engineering and Information Science & Engineering in association with IQAC, NMAM Institute of Technology, Nitte during 18-22 July 2022.
Faculty Development Program on “Natural Language Processing” held during 25 - 29 July 2022, organised by the Department of Electronics and Communication Engineering, Shri Madhwa Vadiraja Institute of Technologyand Management (SMVIT) and Karnataka Science and Technology Academy, Bengaluru.
Value-added course on “NoSQL Data Management using MongoDB and Cassandra with Hands-on” held during June - July 2021 value-added certification courses offered by the Institute NMAMIT, Nitte.
Faculty Development Program on on “Applications of Artificial Intelligence using Python” form 8^th to 10^th April 2021 organized by Department of Electronics & Communication Engineering Department, Yenepoya Institute of Technology(YIT), Mangalore.
KSTA, Govt. of Karnataka funded Faculty Development Program on “Recent Trends in Application of Artificial Intelligence & Machine Learning in Engineering” form 22^nd to 26^th March 2021, Department of Mechanical Engineering & Centre of Excellence in AI & ML, NMAMIT, Nitte.
Short term training program by AICTE on ‘Natural Language Processing” form 14^th to 19^th December 2020(online mode: MSTeam),Department of ICT, MIT, Manipal.
Resource person for Technology Barrier program for Rural school students held between April- May 2019 at NMAMIT, Nitte
“Machine Learning” for the Diploma course in Big Data Analytics, held on 24^th May 2018 by St. Agnes College, Mangalore.
“Big data analytics” for the Diploma course in Big Data Analytics, held on 22^nd may 2018 by St. Agnes College, Mangalore.
Technology Barrier program for rural school students held during April-May 2018 at NMAMIT, Nitte
“Big data Analytics” training program conducted on 24-25 Feb 2018 at NMAMIT, Nitte under Indian Institute for Technical Education Chapter (ISTE).
Faculty Development Program on “Natural Language Processing and Machine learning”, NMAMIT, Nitte, March 2017.
“Data mining and analysis of using R programming with R”, NMAMIT, Nitte under Indian Institute for Technical Education Chapter (ISTE) and IEI, Jan 2017.
One day workshop “Data Analytics With R” organized by Indian society for technical education chapter at NMAMIT, Nitte , December 2016.
Technology Barrier program for rural school students held during April-May 2013 at NMAMIT, Nitte.

Organized:

Five-Day Faculty Development Program on “Embedded System Design with ARM Cortex-M STM32 & Intel x86 Series” organized by the Department of Cyber Security and the Department of Computer Science and Engineering held during 17 February to 21 February 2026 at NMAM Institute of Technology, Nitte (DU)
Audit course on “Data analytics on R” held in the month of June 2019 for UG students of CSE department, NMAMIT, Nitte.
Audit course on “Natural language processing using Python” held in the month of June 2019 for UG students of CSE department, NMAMIT, Nitte.

Attended:

Attended “She Leads: Developing Leadership Competencies for women academicians” Organized by the Staff Development Centre, Nitte(DU) from 10^th to 12th November 2025.
Attended “NEP 2020 Orientation & Sensitization Program” Under Malaviya Mission Teacher Training Program of UGC Organized by UGC-Malaviya Mission Teacher Training Centre(MMTTC), University of Calicut from 21-10-2025 to 30-10-2025.
Attended 6 hours Faculty Development Program on “Classroom Management Series: Understanding students’ behaviour through emotional Intelligence” Organized by the Staff Development Centre, Nitte(DU)ON 29th October 2024.
Attended 15 Hours of Faculty Development Program on “Salesforce Business Analyst Professional (Online Live FDP)” conducted by ICT Academy from 14 Oct 2024 to 21 Oct 2024
Five-Day FDP on “Building Decentralized Applications using Blockchain Platforms” organized by Department of Cyber Security and the Department of Computer & Communication Engineering in association with IQAC, Nitte, DU held during 18th July to 22nd July 2024.
Three-Day FDP on “Recent Trends in Cyber Security: Tools and Techniques” organized by Department of Cyber Security and the Department of Information Science & Engineering, NMAM Institute of Technology, Nitte in association with Staff Development Centre, Nitte, DU held during 8th to 10th July 2024.
One week Faculty Development Program on “Microsoft Power BI Data Analyst Associate” conducted by ICT Academy on 02 Jul 2024 to 06 Jul 2024.
Attended 8 hours Faculty Development Program on “Classroom Management Series: Teaching styles and Classroom Engagement” Organized by the Staff Development Centre, Nitte(DU)ON 25and 26th September 2024.
Attended 8 hours Faculty Development Program on “Classroom Management Series: Revitalize, Reflect, Renew – A Mindful Faculty Development Experience” Organized by the Staff Development Centre, Nitte(DU)ON 5 and 6th January 2024.
Five-Day FDP on “Machine Learning and Deep Learning Techniques for Cyber Security” organized by Department of Information Science & Engineering, NMAM Institute of Technology, Nitte in association with Staff Development Centre, Nitte, DU held during 8th to 12th January 2024.
Workshop on “Exploring Jetson Nano for Data Science”, from 4^th January 2024 from 9am to 1pm at 2023 Organized by the Department of Artificial Intelligence and Data Science at NMAM Institute of Technology, Nitte.
Five-day International workshop on “Computational Intelligence 2023 (IWCI’23)”, from 7^th to 11^th August 2023 at Amrita School of AI, Amrita Vishwa Vidyapeetham, Coimbatore, India.
Five-day Faculty Development Program on “MATHEMATICAL FOUNDATIONS AND RESEARCH TRENDS IN COMMUNICATION (MFRTC)” organised by Department of Electronics and Communication Engineering in association with Special Interest Group (SIG) on Communication, NMAMIT, Nitte, from 24^th to 28^th July 2023 at NMAM Institute of Technology, Nitte.
Five-day Hybrid mode Faculty Development Program on “Framework for Lifestyle Management among Genders for Organization Building”, organised by Electrical and Electronics Engineering, Internal Complaints Committee, Internal Quality Assurance Cell and NEEU, NMAMIT, Nitte, from 2^nd June to 6^th June 2023 at NMAM Institute of Technology, Nitte.
Five-day Faculty Development Program on “Data Science – Industry and Academia Perspectives”, organized by Department of Artificial Intelligence and Data Science Engineering in association with the Internal Quality Assurance Cell (IQAC) and Nitte Engineering Education Unit (NEEU) from 13^th March to 17^th March 2023 at NMAM Institute of Technology, Nitte.
One Week Faculty Development Program on “Security and Resilience” organised by the Department of Computer Science & Engineering in association with IQAC and Nitte Engineering Education Unit (NEEU) and TechConPro - PurpleSynapz Labs, Bengaluru held during 6^th March to 11^th March 2023.
One Week Faculty Development Program on “Malware Analysis and Detection” organised by the Department of Computer Science & Engineering in association with IQAC and Nitte Engineering Education Unit (NEEU) and TechConPro - PurpleSynapz Labs, Bengaluru held during 27th Feb to 4th March 2023.
Five-Day Faculty Development Program on “Advanced Topics in Cyber Security” organised by the Department of Computer Science & Engineering in association with IQAC and Nitte Engineering Education Unit (NEEU) and TechConPro - PurpleSynapz Labs, Bengaluru held during 30^th Jan to 03^rd Feb 2023.

Conferences attended

SESSION CHAIR:

IEEE Conference on ARTIFICIAL INTELLIGENCE & DATA ENGINEERING (AIDE 2025) at NMAMIT, Nitte held on February 6-7, 2025
IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (IEEE Discover 2021), IEEE Mangalore Sub-Section,
India.

Attended:

International Conference on Artificial Intelligence and Data Engineering (AIDE) organized by NMAMIT, Nitte, India during 05-07 February 2026.
5th International Conference on Innovative Practices in Technology and Management (ICIPTM) organized by Amity University, Noida, India during 19-21 February 2026.
3rd International Conference on Recent Advances in Information Technology for Sustainable Development (ICRAIS) organized by Manipal, India during 03-04 September 2025.
IEEE conference on Artificial Intelligence & Data Engineering (AIDE 2025) at NMAMIT, Nitte held on February 6-7, 2025.
International Conference on Computing, Semiconductor, Mechatronics, Intelligent Systems and Communications (COSMIC) organized by Mangalore, India during 22-23 November 2024.
IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (DISCOVER)organized by St.Joseph Engineering College, Mangalore, India during 18-19 October 2024.
Intelligent Systems in Computing and Communication. ISCComm 2023.
11th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO) organized by Amity University, Noida, India during 14-15 March 2024.
International Conference on Recent Advances in Information Technology for Sustainable Development (ICRAIS) organized by Department of Information and Communication Technology, Manipal Institute of Technology, Manipal during 6 - 7 November 2023.
International Conference on Network, Multimedia and Information Technology (NMITCON) organized at Nitte Meenakshi Institute of Technology, Bengaluru during 1st-2nd September 2023.
International Conference on Artificial Intelligence and Data Engineering (AIDE) organized at N.M.A.M.Institute of Technology, Nitte, Karkala during 22-23 December 2022.
IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (2021 IEEE DISCOVER) organized by IEEE Mangalore Subsection in association with IEEE Bangalore Section at N.M.A.M.Institute of Technology, Nitte, Karkala during 19-20 November, 2021.
Second International Conference on Artificial Intelligence and Data Engineering (AIDE 2020) at N.M.A.M. Institute of Technology, Nitte, December 22-23 2020.
Third IEEE International Conference on Distributed Computing, VLSI, Electrical Circuits and Robotics (2019 DISCOVER), Manipal Institute of Technology, Manipal, India, August 2019.
Artificial Intelligence and Data Engineering (AIDE 2019) at N.M.A.M. Institute of Technology, Nitte, May 2019.
IEEE Sponsored Fourteenth International Conference on Information Processing (ICInPro), Bengaluru, December 2018.
IEEE Sponsored 2nd International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS-2017), R.V. COLLEGE OF ENGINEERING, Bengaluru, 21-23 December 2017.
International IEEE Conference on Inventive Communication and Computational Technologies(ICICCT-2017), Ranganathan Engineering College, Coimbatore, India, 10-11 March 2017.
13^th International IEEE India conference, INDICON-2016, organized by IEEE India chapter at IISc, Bangalore, 16-18 December 2016.
IEEE International Conference on Electrical, Computer and Communication Technologies (ICECCT 2015), SVS College of Engineering, Coimbatore, Tamil Nadu, India, 05-07 March 2015