Awards and Achievements

• VTU-BOS Nominee-DSCE for Board of Studies [BOS], 2023-25
• VTU-BOS Nominee-NCET for Board of Studies [BOS], 2023-25
• VTU-BOS Nominee-DSATM for Board of Studies [BOS], 2023-25
• VTU-BOS BNMIT for Board of Studies [BOS], 2023-25
• VTU-BOS Nominee-SJCIT for Board of Studies [BOS], 2023-25
• VTU-BOE BMSIT for Board of Examiner [BOE], 2023-24
• VTU-BOE DSATM for Board of Examiner [BOE], 2023-25
• BOE RVCE for Board of Examiner [BOE], 2024-25
• BOE BNMIT for Board of Examiner [BOE], 2022-25
• MSRIT- VTU Research Advisory Board Member, 2023-25
• PESIT- VTU Research Advisory Board Member, 2023-25
• SJCE- VTU Research Advisory Board Member, 2023-25
• MIT- VTU Research Advisory Board Member, 2023-25
• Reviewer for Jounal of King Saud University: Computer and Information Science, Q rated Journal
• Session Chair for International Conference on Emerging Research in Computing, Information, Communication and Application ERCICA 2024
• General Chair for International Conference on Computing and Intelligent Information Systems, IICIIS 2024
• Session Chair for International Conference on Intelligent Innovative Technologies in Computing, Electirical and Electronics IITCEE 2025
• Session Chair for International Conference on Intelligent Innovative Technologies in Computing, Electirical and Electronics IITCEE 2024
• Session Chair for International Conference on Intelligent Innovative Technologies in Computing, Electirical and Electronics IITCEE 2023
• Reviewer for International Conference ICETCS 2024
• Reviewer for International Conference ICCCS 2024
• Reviewer for International Conference ICAIT 2024
• Reviewer for International Conference ICDMIS 2024
• Reviewer for International Conference ICCIIS 2024
• Reviewer for International Conference ICAECIS 2023
• Best Presentation Award at IIT Delhi Received “A” grade at CEP course exam at IISC on Data Mining.

Roles and Responsibilities as a Researcher

• Presently guiding PhD research scholars in the area of data mining, image processing and speech recognition.
• Worked in the area of Medical image processing since 2003, carried internship at JSS Hospital and Medical College towards Research activities.
• Worked with real time images at JSS Hospital, Mysore with Tuberculosis and Malaria Patients, and connected with AIISH towards research project.
• Working towards Research projects and proposals.
• Guiding PhD scholar, Mrs.Shraddha C , on “Hybrid approaches to Noise cancellation algorithm for speech recongnition”, at VTU.
• Guiding PhD scholar, Mr.Anireekshit Narayana, on “A Novel approach for service discovery in cloud orchestered SIOT using Machine Learning”, at VTU.
• Guiding PhD scholar, Mrs Latha S S, on “Deep Learning Based Intrusion detection system for novel distributed deniel of service attack in cloud storage application” at VTU.

Academic Positions and other Responsibilities (University Level):

• Presently guiding UG and PhD students towards their research and projects.
• Reviewer for research articles.
• Examiner for UG, PG, Ph.D Viva Voce Examinations. Editorial Board member , VTU News Letter.

Invited Talks / Session Chair

• Session Chair for International Conference in Recent Trends in Science and Technology 2021.
• Session Chair for National Conference on Advancements in Information Technology 2021.
• Chair-Person and VTU Representative for College Internal Complaint Committee.
• Session Chair for International Conference on Advancements in Information Technology 2019.
• Reviewer of International Conference ICRTST 2021 held on 8th and 9th July 2021 at Mysore.
• Reviewer for 6th International Conference on Fuzzy Systems and Data Mining FSDM 2020 held at Xiamen City.
• Reviewer for 6th International Conference on Fuzzy Systems and Data Mining FSDM 2020 held at Xiamen City.
• Session Chair for National Conference on Advancements in Information Technology 2020.
• Technical Program Committee member for international conference on Advancements in information technology held in July 2019.
• Reviewer of International Conference CSITSS 2019 held at RVCE Bangalore.
• Technical Program Committee member for international conference on Advancements in information technology held in July 2019.
• Editor for Springer CCIS 801[978-981-10-9058-5] on Cognitive Computing and Information Processing.
• Reviewer for IEEE- International Conference on Advances in Information Technology 2019.
• Convener and General Chair for 4th National Conference on Advancements in Information Technology NCAIT 2018.
• Judge for inter college project exhibition held at Dayanand Sagar Academy of Technology and Management.
• General Chair for International Conference on Cognitive Computing and Information Processing CCIP 2017 held on 14th to 16th December 2017.
• Session Chair of International Conference on Signal, Image Processing, Communication & Automation – ICSIPCA 2017.
• As a resource person, delivered special talk on NBA process at MIT college Mysore on 25th April 2019.

Membership of Professional Bodies:

1. Life time member of International Society for Technology in Education (ISTE)
2. Member of Computer Society of India (CSI).

Conferences/ Workshops / Technical talks organized:

• Organized National level, one week Faculty Development Program on “Deep Learning and Gen Ai applications”, from 20^th Jan 2025 to 25^th Jan 2025, in association with IIT Roorkee
• Organized National level, one week Faculty Development Program on “Gen-AI and Prompt Engineering using Microsoft Co-pilot” from 16^th sep to 20^th sep 2024, in association with ExcellR
• Organized Inter-college Hack-a-bot event in association with RPA and UiPath Colab on 29^th Nov 2024
• Organized student development program on “Full Stack & Devops” from 26^th Aug to 21^st Sept 2024
• Organized student development program on “Emerging Technologies landscape, Kubernets Containers” from 26^th Aug to 21^st Sept 2024
• Organized hands on workshop on “Cryptography and security” from 29^th July to 14^th Aug 2024
• Organized student development program on “RPA and Blockchain Technology” from 29^th July to14th Aug 2024
• Organized skill development Program for students on “Generative AI” from 26^th Aug to 21^st Sept 2024
• Organized student development program on “Web Technology Development” from 29^th July to 14^th Aug 2024
• Organized National Hackathon in association with IBM on “GenAI for inclusive future:Advancing quality education, gender equality and reduced inequalities” on 12^th and 13^th July 2024
• Organized session on National Education Policy on its 4^th Anniversary on 29^th July 2024
• Organized National Faculty Development Program on “Advancement of Cyber security and NLP” in association with Niral Networks, from 24^th to 28^th June 2024
• Organized workshop on “AI+RPA: Bridging gap between intelligence and automation” by Mr.Rajneesh Khara on 22^nd June 2024
• Organized workshop on “IOT and its applications of ML; The Big picture”, by Ms.Prerana, Senior Data Analyst, Bangalore on 22^nd June 2024
• Organized Master class on Higher Education and Research by Mr.Lokesh Narang on 21^st June 2024
• Organized workshop on “Intellectual Property Rights (IPRs) and Management for Startup” by Mr.Venkat Raghavan, on 6^th June 2024
• Organized College level Techno-Cultural Fest “TATVA 2024” on 8^th and 9^th May 2024 with multiple events participated by 3000 students across Nation
• Organized Project Exhibition on 2^nd May 2024
• Organized workshop on “Prototype / Process Design and Development” by Dr.Manjunath on 30^th april 2024
• Organized workshop on “Science & Innovation for National Science Day” by Dr.Vjayashree on 12^th March 2024
• Organized Technical Symposium on “The Evolving fields of Operation Research & Data Science” by Dr.Amit Garg, Operation Research & Machine Analytics Experts (ORMAE) on 16^th Feb 2024
• Organized workshop on “Design Thinking, Critical Thinking & Innovation Design” on 16^th Feb 2024
• Organized workshop on VTU MOOC courses at BNMIT, on 16^th Feb 2024
• Organized workshop on “Entrepreneurship Skill, Attitude and Behavior Development”, by Mr.Sushanth Shyale on 2^nd Feb 2024
• Organized workshop on “Project Management, Finance, Performance & Analysis” by Dr.Umahankar Tech lead, Wipro Bangalore on 13^th Jan 2024
• Organized Industrial visit to staff and students to KIA ,to experience automation process on 21^st Dec 2023
• Organized Industrial visit to staff and students to ADVI , on 3^rd Dec 2023
• Organized Technical talk on under IEEE on “Lagrange points and Aditya L1” by Dr.Ranganath, FIE Honorary Adjunct Professor, NIAS, IISc Campus Bangalore, Ex-Project Director, Space Docking Experiment Project (SPADEX), UR Rao, Satellite Centre, ISRO, DOS on 11^th Dec 2023
• Organized inagural session of IEEE BNMIT Computer Society Chapter by Dr. T, Srinivas IEEE Bangalore on 22^nd Nov 2023
• Organized Industrial visit to Pantech elearning for staff and students on 4^th Nov 2023
• Organized Technical talk on “Entrepreneurship and Innovation as Career Opportunity” on 8^th Nov 2023
• Organized hands on workshop on “Applied Deep learning” by Mr.Nishanth Shetty, IISc Bangalore from 25^th to 27^th Oct 2023
• Organized hands on workshop on “Full Stack Development using Artificial Intelligence and Machine learning” by Mr.Sujau, Ms.Megha, Mr.Sathni Jadav, Senior Data Analyst, Contriver from 4^th Oct to 10^th Nov 2023
• Organized hands on workshop on “Digital Forensics & Ethical Hacking” by Mr.Dhanoop and team, Techbyheart, from 4^th Oct to 8^th Nov 2023
• Organized hands on workshop on “Artifical Intelligence in Cyber Security” by Ms.Reddy Gari Divyajali, Senior ML Developer, Pantech learning from 4^th Oct to 3^rd Nov 2023
• Organized hands on workshop on “Multimedia and Computer Graphics” from 6^th Oct to 19^th Oct 2023
• Organized session on workshop  on “Career advancement program” on 31^st Oct 2023
• Organized Industrial visit to staff and students to Techbyheart on 27^th Oct 2023
• Organized workshop underr ISTE, on “AWS and its Applications” by Mr. Mohammad Zubair, AWS Consultant, Microsoft Azure Education on 12^th Oct 2023
• Organized 3 days Faculty Development program on “Website Development and Maintenance” on 19^th Sept to 21^st Sept 2023
• Organized Faculty Development program on “Salesforce platform Development” in association with SalesForce from 11^th to 15^th Sept 2023
• Organized session on “Accelerators / Incubation- opportunities for students and faculty-early stage Entrepreneurs” by Mr.Rakesh on 18^th Aug 2023
• Organized session on Angel Investment, Funding opportunity for early stage Entrepreneurs” by Mr.Chandramouly kandachar, on 17^th Aug 2023
• Organized Faculty Development Program “Career Development; COCOON” from 7^th -11^th Aug 2023
• Organized and coordinated for college level event “Sankalpa; Industry Conclave” on 22^nd July 2023
• Organized workshop on “MangoDB and its Applications in NoSql” from 12^th July 2023 to 13^th July 2023 by Apptechcareers
• Organized Technical talk on “IPR and IP Management” on 22^nd May 2023
• Organized hands on workshop on “IoT and its Applications using Ardino Uno” on 28^th Apr 2023
• Organized Technical talk under CSI., on “Cybersecurity” along with d FCD mementos award function on 27^th April 2023. session delivered by the speaker Mr.Chandan Veerabhadra shetty, security specialist , philips India, Bangalore
• Organized International Conference on Computing and Intelligent Information Systems ( ICCIIS -2024) in Association with Taylor & Francis, Publication by CRC Press on 19^th & 20^th April 2024
• Organized hands on workshop on “AWS CPE Traning (phase 2)” on 20^th Mar to 8^th Apr 2023
• Organized hands on workshop on “Amazon Web Services Developer Training” from 6^th to 11^th Mar 2023
• Organized skill development program on “AWS CPE Training Program” from 27^th to 31^st Mar 2023
• Organized 2 days National level workshop under ISTE on “Microsoft Azure Developer Training” by Mr.Kishore Chowdary, Director of Cloud Beaver, Hosur, TN, India on 20^th and 21^st Jan 2023
• Organized workshop under IEI, on “Database Application Development using Java” by Mr.Lohith C, Director & Project Manager, Protech solutions, Bangalore on 17^th Jan 2023
• Organized Outreach program for school community on “Innovation and Entrepreneurship” by visiting DRDO school visit on 17^th Dec 2022
• Organized workshop under CSI, on “Computational Mathematics and Artificial Intelligence using MATLAB” on 3^rd and 4^th Dec 2022
• Organized Technical talk on “Artificial Intelligence, Current Trends” on 15^th Nov 2022 by Ms.Anagha Todalbagi, Product Manager, Microsoft, USA
• Organized Motivational session by Successful Innovators for staff and students on 16^th Nov 2022
• Organized one week Faculty development program on “Introduction to Automation Anywherre” by Salesforce from 14^th to 18^th Nov 2022
• Organized Technical talk on “Cybersecurity 101-exploring various career options in cyber security” by Mr.Prashanth Baliga, principal Cyber security consultant, PaloAlto Networks, Singapore on 12^th Nov 22
• Organized session on “Problem solving and Ideathon” on 23th Nov 2022
• Organized Industrial visit to Techbyheart company for staff and students on 7^th Nov 2022
• Organized hands on workshop on “Cyber Security and Ethical Hacking” by Mr.Dhanoop R, Mr, Ressal from Techbyheart from 11^th to 15^th Oct 2022.
• Organized hands on workshop on “OOPs with Java” from 6^th to 22^nd Oct 2022
• Organized Hackathon on the Cyber Security and Ethical Hacking on 15^th and 16^th Oct 2022
• Organized Coding Event under CSI, on 20^th Aug 2022
• Organized Technical talk on “Innovation and Prototype Validation, converting innovation to startup” on 24^th Aug 2022
• Organized FCD memento Distribution for students on 19^th Aug 2022
• Organized Technical Talk on “Unity VR development engine demo” on 15^th July 2022
• Organized Industrial Visit to Techbyheart IT company for 5^th sem students on 11^th July 2022
• Organized Faculty development program on “Helping students -develop their code writing skills with Parsons Proflems” on 18^th June 2022
• Organized workshop under CSI, on “Relation between Science and Computer Graphics” by Mr.Vivek Reddy, Founder, Vega Entertainment Technology on 27^th May 2022
• Organized Technical sessions on National Technology day on 23^rd May 2022
• Organized workshop on “Cyber security, Impacts and Applications” on 11^th Apr 2022
• Organized workshop under CSI, on “Introduction to IoT using BLYNK and Google Firebase Cloud” by Dr.Sreenivasa shetty, CTO, SST Technologies on 4^th and 5^th Feb 2022
• Organized Technical talk on “Real Time Cloud Computing Practice using AWS Cloud” by Smt. Nandini Gowda P, Asst.Prof, EPCE on 28^th May 2022
• Submitted proposal for VGST-FDP on “Digital Forensic system and cyber security”. In association with CYTECARE hospital, organized webinar on “Breast Cancer and its awareness” for women fraternity at Jssateb on 5th march 2022

Expertise / list of Subjects handled

• Operating System
• Analysis and Design of algorithms
• programming with C
• Data structures
• Unix System Programming
• Network Management and System
• System software
• Advanced Computer Architecture
• System Simulation and Modeling
• Software Engineering and Architecture
• Logic Design and Computer Organization
• System Simulation Modeling
• Computer Graphics & Visualization
• Finite automate and Compiler Design
• Probability Statistics & Queuing
• Digital Image Processing
• Research Methodology & IPR
• Pattern Recognition
• Data Mining and Data warehousing

Research Interest

• Presently guiding PhD research scholars in the area of data mining, image processing and speech recognition.
• Worked in the area of Medical image processing since 2003, carried internship at JSS Hospital and Medical College towards Research activities.
• Worked with real time images at JSS Hospital, Mysore with Tuberculosis and Malaria Patients, and connected with AIISH towards research project.
• Working towards Research projects and proposals.
• Guiding PhD scholar, Mrs.Shraddha C , on “Hybrid approaches to Noise cancellation
  algorithm for speech recongnition”, at VTU.
• Guiding PhD scholar, Mr.Anireekshit Narayana, on “A Novel approach for service
  discovery in cloud orchestered SIOT using Machine Learning”, at VTU.
• Guiding PhD scholar, Mrs Latha S S, on “Deep Learning Based Intrusion detection
  system for novel distributed deniel of service attack in cloud storage application” at
  VTU.

Funding Received:

Granted Projects (2022-23)

• Lungxometer – DST-IEDC | ₹52,970
• Shadow Wheels: Computer Vision Motor Aided Vehicular Tracking System – DST | ₹68,000
• To Implement Site-Specific Soil Nutrients Management System for Fertilizer Recommendation (IoT & Machine Learning) – DST | ₹1,69,000
• Certificate Forgery Detection for Cyber Security – KSCST | ₹5,000
• Automated Water Meter Reading – DST-IEDC | ₹15,000

Applied & Results Awaited (2023-24)

• IoT Device Security: Unmasking the Threat of IP Spoofing and Crafting Efficient Solutions – Deity | ₹4,48,000

Applied & Selected for Final Level (2022-23)

• Easy Mobile Charging for Elderly People Using Machine Learning Techniques – KSCST | ₹5,00,000

Journal

• Chayadevi M. L, et.al. (2024). Noise Reduction using Modified Central Frequency BWT and RLS filter. International Journal of Intelligent Systems and Applications in Engineering, 12(11s), 512–521, ISSN: 2147-6799, Retrieved from (Scopus Q3) (Jan 11^th 2024 published)
• Chayadevi et.al.,“Cancer Cell Classification using Deep learrning”, https:/ doi.org/10.48550/arXiv.2410.16519, Oct 2024, Cs.LG
• Shraddha C, Chayadevi M L, M A Anusuya, Vani H Y, “Enhancing Noise Reduction with Bionic Wavelet and Adaptive Filtering, Enhancing Noise Reduction with Bionic Wavelet and Adaptive Filtering”, Inteligencia Artificial, 27(74), 214–226. https://doi.org/10.4114/intartif.vol27iss74pp214-226, ISSN: 1137-3601 (print), 1988-3064 (on-line), Sept 2024.(Scopus )
• Chitra M, M. L. Chayadevi, M. Rajani Shree, M. D. Swetha et. al. (2024). Text Detection from Image and Video Frames using Improved Golden Jackal Optimization based Shallow Convolutional Neural Network, International Journal of Intelligent Engineering and Systems, Vol.17, No.5, 2024, DOI: 10.22266/ijies2024.1031.06, [(Scopus SCI-Q2]
• Chayadevi M. L, et.al. “deep learning-based surveillance system for enhancing public safety through internet of things and digital technology using Raspberry Pi”, ISSN: 2088-8708, DOI: http://doi.org/10.11591/ijece.v14i6.pp7198-7210, Vol. 14, No. 6, pp. 7198~7210, International Journal of Electrical and Computer Engineering (IJECE), December 2024 (Scopus), Dec 2024.
• Pratyaksha; M.L. Chayadevi, Diagnosis and management of arrhythmia using machine learning, International Journal of Computer Applications in Technology (IJCAT), Vol. 72, No. 2, https://doi.org/10.1504/IJCAT.2023.133039, August 2023, ISSN: 0952-8091. (Scopus, Inderscience publications, published on 27^th August 2023) (SCI – indexed)
• Chayadevi M L et al., , “Automated ATM Security with Image Processing and Machine Learning Techniques”, Journal of Computational and Theoretical Nanoscience, doi.org/10.1166/jctn.2020.9100, vol 17, 2020
• Chayadevi M L et al., “Morlet-kernel Principal component analysis features for speech recognition”, Journal of Computational and Theoretical Nanoscience, doi.org /10.1166 /jctn.2020.9102 , Vol 17, 2020
• Chayadevi M L et al., “Fuzzy clustering algorithms – comparative studies for noisy speech signals”, IJSC-ICTACT Journal on Soft Computing, DOI: 10.21917/ijsc.2019.0267, vol 9, issue 3, 2019
• Chayadevi M L, Raju G T, “Usage of ART for Automatic Malaria Parasite Identification Based on Fractal Features”, International Journal of Video and Image Process and Network Security (IJVIPNS), ISSN: 2227-2755, eISSN: 2077-1207, vol. 14, issue 4, 2014. Indexed by SCOPUS (Elsevier).
• Chayadevi M L, Raju G T, “Automated Segmentation of Malaria Parasite with Fuzzy and Fractal methods”, Smart Innovation, Systems and Technologies, ISSN: 2190-3018, ISBN 978-81-322-2201-9, DOI 10.1007/978-81-322-2202-6, 2015.
• Chayadevi ML et al., “A Survey on on WIFI and LIFI technologies”, International Journal of Computer Technologies and Applications, IJCTA, ISSN: 2229-6093, Vol.No.6, Issue 6, Dec 2015, Page Nos. 1047-1051.
• Chayadevi M L, Raju G T, “Extraction of Bacterial Clusters from Digital Microscopic Images through Statistical and Neural Network Approaches”, Advances in Intelligent Systems and Computing (AISC) SPRINGER 174, pp. 1091– 1099, ISSN 2194-5357 e-ISSN 2194-5365.
• Chayadevi M L, Dr. Raju G T, “Data mining, Classification and Clustering with Morphological features of Microbes”, International Journal of Computer Applications (IJCA), ISSN 0975-8887, ISBN : 973-93-80870-07-5, vol.52, issue 4, pp 01-05, August 2012.
• Chayadevi M L, Dr. Raju G T, “Classification and Clusters Extraction from bacterial images using statistical and neural network approaches”, International Journal of Computer Engineering and Technology (IJCET), ISSN 0976-6375(online), ISSN 0976-6367(Print), vol.3, pp 288-296, July-Sept 2012.
• Chayadevi M L, Sandya B S, Anitha, “Automated Classification of Centroblast Cells using Morphological and Texture features”, International Journal of Computer Applications (IJCA), ISSN 0975-8887, ISBN : 973-93-80870-07-5, vol. 72, issue 3, pp 19-23, May 2013.

Conference

• Chayadevi M L, et.al., “Increasing Emergency Response Time: A Smart GPS and IoT-Based Approach for Ambulance Optimization” 2024 Second International Conference on Advances in Information Technology (ICAIT), Chikkamagaluru, Karnataka, India, 2024, pp. 1-5, doi: 10.1109/ICAIT61638.2024.10690489, Date of the conference – 24^th-27^th July 2024.
• Chayadevi M. L, et.al. “Intelligent Plant Watering System: Smart city,” 2024 International Conference on Emerging Technologies in Computer Science for Interdisciplinary Applications (ICETCS), Bengaluru, India, 2024, pp. 1-4, DOI: 10.1109/ICETCS61022.2024.10543720. (Scopus)
• Chayadevi M. L, et.al. “Enhancing Public Safety: Surveillance Solutions for Urban Environments,” 2024 Second International Conference on Advances in Information Technology (ICAIT), Chikkamagaluru, Karnataka, India, 2024, pp. 1-5, doi: 10.1109/ICAIT61638.2024.10690455, Date of the conference – 24^th-27^th July 2024.
• Chayadevi M L, Presented Paper titled “Framework for Analyzing and Predicting the Unstructured Clinical Text Data Using NLP” on 5th International Conference on Data Science, Computation and Security (IDSCS-24) Organized 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)
• Anireekshita Narayana, Chayadevi M L, Deepu Singh, presented paper titled “Socially Connected Internet of Things: A systematic Review”, in International Conference on Data mining and Information Security (ICDMIS 2024) held on 7-8 October 2024.
• “Intelligent Plant Watering System: Smart City,” Chayadevi M L International Conference on Emerging             Technologies in Computer Science for Interdisciplinary Applications (ICETCS), Bengaluru, India, 2024,     pp. 1-4, DOI: 10.1109/ICETCS61022.2024.10543720.
• “Deep Learning for Cloud Storage Security: A Systematic Review,” Chayadevi M L International Conference on Emerging Technologies in Computer Science for Interdisciplinary Applications (ICETCS), Bengaluru, India, 2024, pp. 1-4, DOI: 10.1109/ICETCS61022.2024.10543720.
• “Enhancing Human Organ Protection: Exploring Blockchain Technology and Machine Learning for Brain Image Data Analysis,” Chayadevi M L International Conference on Embracing the Digital Horizon, 13-14 March 2024, Loyola College, Chennai.
• “Advancing Security in the Modern Digital Era: A Comprehensive Exploration of Elliptic Curve Cryptography,” Chayadevi M L IEEE International Conference on Computing and Intelligent Information System (ICCIIS), organized by BNM Institute of Technology, Bangalore, April 19-20, 2024.
• “Cloud based application for managing placement related information “, Chayadevi M L et.al, presented and published paper in IEEE International conference on Intelligent and Innovative Technologies in Computing Electrical and Electronics [IITCEE], DOI: 10.1109/ IITCEE57236.2023.10091095, held in 27-28 Jan 2023
•  “Block Chain based file tracking and management system for pension applications”, Chayadevi M L et.al, presented and published paper in IEEE International conference on Intelligent and Innovative Technologies in Computing Electrical and Electronics [ IITCEE], DOI: 10.1109/IITCEE57236.2023. 10091095, held in 27-28 Jan 2023
• “Cancer cell classification using deep learning”, Chayadevi et.al, Presented and published paper in International Conference in Science, Technology and Engineering [ICSTE] IRFSR conference, held on 14^th May 2023.
• “Signature Recognition and Forgery detection”, Chayadevi et.al., published paper at IEEE TechRxiv, 2022, DOI: 10.36227/techrxiv/21293121.v1
• “Breast Cancer Prediction using machine learning techniques”, Chayadevi ML et.al.,
  presented and published in Web of science indexed International Conference on Integrated Intelligence Computing communications and security,  held in the August 2021. Received Best Paper award for this article in the same conference.
• Chayadevi M L et al.,“Breast Cancer Prediction using machine learning techniques”, International Conference on Integrated Intelligence Computing communications and security, held in the August 2021.
• Chayadevi M L et al., “Survey on Systematic Strategies for Energy Efficient Routing in Wireless Sensor Networks”, International Conference on Multidisciplinary Technologies and Challenges in Industry-4.0 ICMTCI-4.0 2020, held on 18-19^th  Sept 2020.
• Chayadevi M L et al., “Morlet-KPCA features for Speech Recognition”, 2^nd International Conference on Recent Innovative Trends in Computer Science and Applications held on 25th and 26th October 2019.
• Chayadevi M L, “Automated ATM Security with image processing and machine learning Techniques”, presented and published in 2nd International Conference on Recent Innovative Trends in Computer Science and Applications held on 25th and 26th October 2019
• Chayadevi M L “Music Therapy for Stress control and autism”, Chayadevi M L et.al., has been accepted and published at IEEE-International conference on Advancements in Information technology, ICAIT 2019, held in july 2019.
• Chayadevi M L et al., “Noise Cancellation and Noise Reduction Techniques”, IEEE-International conference on Advancements in Information technology, DOI:10.1109/ICAIT47043.2019.8987262, ICAIT 2019, held in july 2019.
• Chayadevi M L and Raju G T, “Automated Segmentation of Malaria Parasite with Fuzzy and Fractal methods” ICCIDM, 2014.
• Chayadevi M L & Dr. Raju G T, “Automated Colour Segmentation of Tuberculosis Bacteria thru Region Growing: A Novel Approach”, In the Proceedings of IEEE International Conference on Applications of the Digital Information and Web Technologies, ICADIWT, 17-19, February 2014, Indexed in SCOPUS (Elsevier), IEEE Xplore, ISBN: 978-1-4799-2258-1, IEEE Catalog Number: CFP1476E-CDR.
• Chayadevi M L and Raju G T, “Bacterial Classification and Clustering through Morphological Features Extraction”, Presented in National Conference on Bioinformatics, 30-31st July 2012, IIT-Delhi. Abstract has been published in the Proceedings of “Book of abstracts”, IIT-Delhi and has received Best Presentation Award.
• Chayadevi M L and Raju G T, “Extraction of Bacterial Clusters from Digital Microscopic Images through Statistical and Neural Network Approaches”, Presented and Published in the Proceedings of SPRINGER- International Conference on Advances in Computing, ICADC 2012, ISBN 978-81-322-739-9 e-ISBN 978-81-322-0740-5, 4-6th July, 2012, Bangalore.
• Chayadevi M L and Dr. Raju G T “Data Mining in Bioinformatics and its Applications : A Survey”, , Presented and Published in the Proceedings of International Conference on Data Engineering and Communication System, ICDECS2011, pp 115-123, vol.1, ISBN 978-93-81583-17-3, 30-31st December 2011, Vivanta Taj, Bangalore.
• Chayadevi ML et al., “Identification and detection of bacteria: A Simple multiscan approach”, presented and published in International Conference on Cognition and Recognition, ICCR 2008.

Patent:

• Utility Patents (Published – Indian Patent)
• Protected Park: Cornerstone of Trust in the Smart City – 202441044898
• IoT-Based Energy Efficient Smart Irrigation System – 202441035983
• Development of Undersoil Networked IoT Devices for Continuous Monitoring in Agricultural Farms – 202441014149
• Blockchain-Based Remote Healthcare Solutions with Extended Reality Assistance – 202341023995
• IoT-Based Smart Digital Device for Greenhouse Climate Reading – 202441099484
• Next Wave Mobility – 202541004207
• Design Patents
• IoT-Based Automatic Suction for Medical – 416984-001 (Granted)
• IoT-Based Rechargeable Standee for Polio Eradication Survey – 426309-001 (Published)
• Utility Patent (Filed – Indian Patent)
• Automated Water Meter Reading – Patent Filed
• Copyrights (Granted)
• GreenGuard: Environmental Protection by Tracking Emission Test on Registered Vehicles – 31126/2024-CO/SW
• Shadow Wheels: Computer Vision Motor Aided Vehicular Tracking System – 31127/2024-CO/SW

• Hobbies

• Nill

• Sports

  NIL

• Music

  NIL

• Any other things