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Dr. Radha Krishna Rambola

Associate Professor
Ph.D. (CSE) from Tilka Manjhi Bhagalpur University Bhagalpur
M.Tech. (CSE) from Allahabad
B.E.(CSE) from University of Madras, Chennai

basant-mohanty

Area of Specialization 

Database Management System, Data Warehouse, Data Mining, Software Engineering, Software Testing & Methodology and Project Management. 

Work Experience: (23 +Years) 

               Over 23 +years of experience in Teaching, Industry and Research with Engineering technology uses Languages, Software Engineeing, System Analysis And Design, Software Development Project, Project Management, Database Management System, Software testing Methodology and Engineering related subjects with deep knowledge of ERP for realistic approach development in terms of Information Technology.  

Overseas Exposure: 

  • As a Key speaker Invited by University of Maryland Eastern shore, USA at Dubai, UAE (2017) 
  • As a visiting Professor at Dar es Salaam in Tanzania with Institute of accountancy (East Africa) 
  • As a visiting Professor at Arusha in Tanzania with Institute of accountancy (East Africa) 
  • As a Project Manager at Kinshasa in Congo Republic with Congo motors. (Central Africa) 
  • Thermo Fisher Electron (U.S. Based Company) at Mumbai in India 
  • As a Assistant Professor associated with Staffordshire University (U. K.) 
  • As a Assistant Professor associated with Staffordshire University (U. K.) with Malaysia. 

Professional Membership

  • Fellow in Institution of Engineers (INDIA), F-1237299.
  • Member of IEEE
  • Member of ACM

Patent Details:

  • Patent on SYSTEM OF CYBER SECURITY FOR A CLOUD ENVIRONMENT WITH NETWORK VISUALIZATION, Patent Application No-202011007706 published on date 06/03/2020.
  • Patent on PLANT DISEASE IDENTIFICATION SYSTEM THROUGH IMPLEMENTING IMAGE PROCESSING, Patent Application No- 02211010476 published on date 27/02/2022.

Book Chapters published:

  1. Book Chapter published Chapter Name: "Swarm intelligence & Evolutionary Algorithms for Diabetic retinopathy detection "Book Name: Swarm Intelligence and Evolutionary Algorithms in Healthcare and Drug Development, Published in CRC Press Taylor and Francis, Dated 19/9/2019,Chapter 4, Page no- 65-92.
  2. Shubham Joshi, Radha Krishna Rambola, "IoE (Internet of Everything) Based E - Healthcare Decision Support (HDS) System” Accepted in Scopus Indexed Book titled on: Internet of Everything in Biomedical Applications. Acceptance Date 1st October 2020.
  3. Shubham Joshi, Radha Krishna Rambola, "IoT Enabled Vehicle Assistance System of Highway Resourcing for Smart Healthcare & Sustainability”, Communicated to get publish as a Book Chapter in Scopus Indexed Book Title: The Emergence of Technology for Automated Healthcare: IoT and DL Models, Scrivener Publishing.
  4. Shubham Joshi, Radha Krishna Rambola, Nonita Sharma Book Chapter published Chapter Name: " Employment of Cyber-Physical Towards Smart Healthcare Assistance " Book Name: Cyber-Physical Systems Published in CRC Press Taylor and Francis, Dated 25/4/2022,Chapter 10. 

Membership And Technical Contribution In Research 

  • Technical Session Chair IEEE Conference ICABCS2023 at Galgotias University Greater Noida U.P. 24-25 Feb,2023.
  • Technical Session Chair IEEE Conference ICACCCN2022 (@Galgotia College of Engineering & Technology(APJ Abdul Kalam Technical University, U.P Greater Noida) –16-17 Dec,2022.
  • Invited as a Speaker in National Webinar on "Role of Computing Technology for Corona Viruses and Living beings: Challenges and Preventions” on DATA MINING IN CORONA  By Government Of  India , Commission Of Scientific and Technical Terminology , Ministry of Human Resource Development (MHRD) on 29th May, 2020 at UPES Dehradun.
  • Invited as a Speaker in National Webinar on "Technology Driven Education- During and After Covid-19 on Involvement of Data Mining In Technology Driven Education on 20th June, 2020 at Mahant Luxminarayan Das College Raipur (CG).
  • Invited as a Speaker in the Scientific Information Resource Division, BARC (Bhabha Atomic Research Centre) Seminar on 'Knowledge Networking for Excellence' on 10th August 2019 at BARC, Anushaktinagar, Mumbai.
  • Invited key Speaker (NCACSIT-2019) National Conference by University of C.V. Raman University, Bilaspur(C.G). topic as "Achivement GAPS: Research Based Lesson for Educators”, on 23th Feb, 2019 .
  • Organizing Committee Member in MTMI (Modern Technology and Management Institute) Conference by University of Maryland Eastern Shore, Bowise State University and Frostburg state university, USA at Bangkok, Thailand during December 2018.
  • Technical Session Chair IEEE Conference ICACCCN2018 (@Galgotia College of Engineering & Technology(APJ Abdul Kalam Technical University, U.P) –Oct,2018.
  • As a technical Track In charge INTERNATIONAL CONFERENCE On INNOVATIVE RESEARCH IN SCIENCE, MANAGEMENT AND TECHNOLOGY (ICIRSMT - 2018) In Computer Science and Engineering department of Bilaspur University (BU) Bilaspur, India August 04-05, 2018.
  • Invited key Speaker MTMI Conference by University of Maryland Eastern Shore, USA at Dubai, UAE-2017. Topic as "Effective Performance, Accuracy and Secure Transactions for Information system entitled”.
  • Session Chair IEEE Conference ICCCA2016 (@ Galgotias University -2016).
  • Panel reviewer IEEE Conference ICCCA2016 (@ Galgotias University -2016).
  • Panel reviewer IEEE Conference ICCCA2015 (@ Galgotias University.-2015).
  • Co Convener of International Conference on Advanced Computing and Communication Technologies (ICACCT-2013) . 

Professional Certifications:.

  • Attended FDP Coursera certification on "Learning to Teach Online” by UNSW Sydney (TheUniversity of New SouthWales) on Sep23, 2020.
  • Attended FDP Coursera certification on "Assessment for Learning” by by University of Illinois at Urbana-Champaignand offered through Coursera on Sep24, 2020.Attended Workshop of TOFELon Oct 30, 2020.
  • Attended FDP in National Webinar on "Role of Computing Technology for Corona Viruses and Living beings: Challenges and Preventions”  By Government Of  India , Commission Of Scientific and Technical Terminology , Ministry of Human Resource Development (MHRD) on 26 to 29th May, 2020 at UPES Dehradun.
  • Attended Workshop on Deep learning and Applications by Electronics and ICT Academies at ATAL BIHARI VAJPAYEE UNIVERSITY BILASPUR (CG) on May 27-31, 2019. 
  • Attended Workshop on Role of Faculty in Accreditation, Ranking & Quality Education byNMIMS University Campus, Mumbai on April 23-25, 2019.
  • Attended Workshop on DBMS & BIGDATA by INFOSYS, CHANDIGHAR on August 2015.
  • Attended the training program organized by IBM and qualified the exam for OPEN SOURCE certification.
  • IBM training certification on Object Oriented Analysis and Design using UML with essentials of RSA (Rational Software Architect) from 11th August 2011 to 18th August 2011.
  • Attended the training program organized by IBM and qualified the exam for DB2 certification.
  • Attended the training program organized by SSI and qualified the exam for Oracle and D2K certification.
  • Attended the training program organized by IBM and qualified the exam for Websphere certification.
  • Attended 2 days Data Analysis National Workshop on SPSS UNIVERSITY DEPARTMENT OF STATISTICS & COMPUTER APPLICATIONS, T.M. BHAGALPUR UNIVERSITY, and BHAGALPUR on 15th and 16th MAY 2014.
  • Attended 2 days ISTE Workshop on Aakash for Education conducted by Indian intitute of Technology, Bombay on 10th and 11th November 2012.

List of Publications          

  • Radha Krishna Rambola, Nesar Ahmad, Alok Deepak " EFFICIENT ALGORITHMS FOR DISTRIBUTED QUERIES” published in International journal of Advances in Engineering Research (IJAER)( ISSN: 2231-5152 ) 2012, Vol. No. 3, Issue No. VI, June. 
  • Radha Krishna Rambola, Nesar Ahmad, Alok Deepak "APPLICATION OF INFORMATION TECHNOLOGY AS ERP IN SILK INDUSTRY published in International journal of Research in Science and Technology (IJRST) (ISSN: 2249-0604)  2012, Vol. No. 1, Issue No. VI, Jul-Sep. 
  • Radha Krishna Rambola, Nesar Ahmad, B.K. Sharma "Efficient Data Accessing through Heterogeneous ERP Solution” published in International Journal of Computer Applications (0975 – 8887) Volume 53– No.6, September 2012.
  • Radha Krishna Rambola, Nesar Ahmad, Alok Deepak "An Effective Security Management of Database through DNA Fingerprinting Recognition using Geometric Parameters International Journal of Computer Applications & Information Technology   I, Issue II, September 2012 (ISSN: 2278-7720). 
  • Radha Krishna Rambola, Md. Zafar Imam & N. Ahmad "An Efficient Approach Concurrency Control In Database Management System: A Performance Analysis” published in International Journal of Computer Science and Network Security, 13 No.7, July 2013(ISSN: 1738-7906). 
  • Manisha Singh, Radha Krishna Rambola " Data Mining Approach for Estimation of Earthquake Hazard in Shillong Region” Published in International journal of Engineering and Management Research Volume-5, Issue-2, April-2015 (ISSN (ONLINE): 2250-0758, ISSN (PRINT): 2394-6962).
  • Saddam Khan, Radha Krishna Rambola "Analyzing the performance of Classification techniques in Education sector” Published in International journal of Advanced Engineering Science and Technological Research 3, Issue-1, March-2015 (ISSN: 2321- 1202). 
  • Saddam Khan, Radha Krishna Rambola " A Study on Data Mining Techniques and Genetic Algorithm in Education Sector” Published in International journal of Computer Science and Mobile Computing 4, Issue-3, March-2015 (ISSN: 2320- 088X). 
  • Tanuja Shukla, Radha Krishna Rambola " Perfect Commit protocol for Distributed Database management System: Analysis Review ” Published in International journal of Advanced Research in Computer Science and Software Engineering 5, Issue-11, November-2015 (ISSN: 2277- 128X). 
  • Nilu, Radha Krishna Rambola "A Review paper on Sentiment Analysis And a comparative study of Classification Method” Published in International journal of Advancement in Engineering Technology, Managemrnt and Applied Science 2, Issue-12, December-2015 (ISSN: 2349- 3224).
  • Tanvi Ahlawat, Radha Krishna Rambola "Literature Review On Big Data” Published in International journal of Advancement in Engineering Technology, Managemrnt and Applied Science 3, Issue-5, May-2015 (ISSN: 2349- 3224). 
  • Tanuja Shukla, Nilu, Radha Krishna Rambola "A Comparative Study on 1Phase Commit Protocol, 2Phase Commit Protocol, 3PhaseCommit Protocol in Distributed Database Management System” Published in International journal of Innovative Research in Computerand Communicat ion Engineering 4, Issue-4, April-2016 (ISSN: 2320- 9798). 
  • Akash, Harshil, R. Rambola "Automatic salient Object detection in UAV Imagery” Published in International journal of Engineering Research and Application 3, Issue-2, 2017 (ISSN: 2248- 9622). 
  • Radha Krishna Rambola, Akash agrawal "Autonomous Image Extraction and Segmentation Of Image Using UAV’S” International Conference on Emerging Issues in Business, Technology and Applied Sciences (MTMI-2017) Dubai, UAE during 16-17 December, 2017. 
  • Radha Krishna Rambola, Akash agrawal "Autonomous Image Extraction and Segmentation Of Image Using UAV’S” Published in International journal of Review Of Business and Technology Research 14, Issue no -2, 2017 (ISSN: 1941- 9414). 
  • Upendra Varma, Radha Krishna Rambola, Pratiksha Meshram "Design and Development of an Android Application for Prevention of Data Exposure” In Proc.(IEEE Xplore) IEEE International Conference on Electrical, Eletronic, Computer, Communication, Mechanical and Computing(EECCMC-2018) with Catalog "CFP18037-PRJ:978-1-5386-4303-7” India during 28 & 29 January 2018. 
  • Radha Krishna Rambola, Mandar jatkar "An Effective Synchonization of ERP in Textile Industries” In Proc.(IEEE Xplore) IEEE International Conference on Electronic, Communication and Aerospace technology(ICECA-2018) India during 29& 30 March 2018. 
  • Mandar Jatkar, Radha Krishna Rambola "How Information technology Helps Textile Manufacturing Unit in Different Steps?” In Proc.(Springer)International Conference on  Information Technology and Digital Applications(ICITDA-2018)  India during 6& 7 April, 2018. 
  • Kunal, Naresh Lodha, Radha Krishna Rambola "New Approach of Software Development Life Cycle to improve Software Quality Management” In Proc.(Springer) International Conference on Information Technology and Digital Applications(ICITDA-2018)  India during 6- 7 April, 2018. 
  • Shriya Mehra,Shreyash Anand, Radha Krishna Rambola "Synchronization of software Quality Management Through Testing” In Proc.(Springer) International Conference on Information Technology and Digital Applications(ICITDA-2018)  India during 6& 7 April, 2018. 
  • Upendra Verma, Radha Krishna Rambola, Pratiksha Meshram "A Model Based Testing Approach for Generation of Test Case from Problem statement using Activity diagram” In International Conference on  Innovative Research in Science, Management and Technology (ICIRSMT-2018) State Government Bilaspur university, Bilaspur,   India during 4-5, August, 2018. 
  • Radha Krishna Rambola, Upendra Verma, Pratiksha Meshram  "Design and Development of a Technique for Hidden Data in Watermark Image Using Steganography: An Exploration” In International Conference on  Innovative Research in Science, Management and Technology (ICIRSMT-2018) State Government Bilaspur university, Bilaspur,   India during 4-5, August, 2018. 
  • Radha Krishna Rambola, Nonita Sharma, Alok Deepak  "Effective Involvement of Verification and Validation to Improve Software Quality” In International Conference on  Innovative Research in Science, Management and Technology (ICIRSMT-2018) State Government Bilaspur university, Bilaspur,   India during 4-5, August, 2018.
  • Radha Krishna Rambola, Dr. Rakesh K. Sharma "Importance of Quality Assurance to Make Realistic Approach of Software Deployment” International Conference Modern Technology and Management Institute (MTMI-2018) VIRGINIA, USA SETEMBER 21-22, 2018.
  • Anamika A. Mishra, Krushnalee Surve, Uttara Patidar, Radha Krishna Rambola, "Effectiveness of Confidentiality, Integrity and Availability in the Security of Cloud Computing: A Review” In Proc. (IEEE Xplore) IEEE International Conference on Computing Communication and Automation (ICCCA-2018) India during 14& 15 Dec 2018. 
  • Ajeenkkya Ambegaonker, Utkarsh Gautam, Radha Krishna Rambola, "Efficient approach for Tendering by introducing Blockchain to maintain Security and Reliability” In Proc.(IEEE Xplore) IEEE International Conference on Computing Communication and Automation (ICCCA-2018) India during 14& 15 Dec 2018. 
  • Radha Krishna Rambola, Mrunmayee Inamke, Shloka Harne "Literature Review- Techniques and Algorithms Used for Various Applications of Educational Data Mining (EDM)” In Proc. (IEEE Xplore) IEEE International Conference on Computing Communication and Automation (ICCCA-2018) India during 14& 15 Dec 2018. 
  • Radha Krishna Rambola, Prateek Varshney, Prashant Vishwakarma "Data Mining Techniques for Fraud Detection in Banking Sector” In Proc.(IEEE Xplore) IEEE International Conference on Computing Communication and Automation (ICCCA-2018) India during 14& 15 Dec 2018. 
  • Radha Krishna Rambola, Alok Deepak "Principles of Total Quality Management (TQM) and Factors influencing TQM” In Proc.(IEEE Xplore) IEEE International Conference on Secure Cyber Computing and Communications (ICSCCC-2018) India(NIT Jalandhar) during 16 &17 Dec 2018. 
  • Radha Krishna Rambola, Rakesh k Sharma "Importance Of Quality assurance To Make realistic Approach Of Software Deployment” Published in International journal of Review Of Business and Technology Research 15, Issue no -2, 2018 (ISSN: 1941- 9406). 
  • Radha Krishna Rambola, Jitendra Sharma , Sanjib Roy "Approaches to Risk Management in Software Projects - An Empirical Study” International Conference on Emerging Issues in Business, Technology and Applied Sciences (MTMI-2018) Bangkok, Thailand during 21-22 December, 2018. 
  • Radha Krishna Rambola, Sanjib Roy, Jitendra Sharma "Analysis of Risk Management in Software Supply Chain” International Conference on Emerging Issues in Business, Technology and Applied Sciences (MTMI-2018) Bangkok, Thailand during 21-22 December, 2018. 
  • Dhruv Vashist, Gandhar Kulkarni, Aditya Jain, Viral Prajapati and Radhakrishna Rambola "Twitter data analysis, monitoring and interpretation through data mining: A Review” In Proc.(IEEE Xplore) IEEE International Conference on Inventive System and Control(ICISC-2019) Coimbatore, TamilNadu, India during 10 & 11 January 2019. 
  • Upendra Verma, Radha Krishna Rambola,  Pratiksha Meshram  "Design and Development of a Technique for Hidden Data in Watermark Image Using Steganography: An Exploration” Published in International journal of Computer Sciences and Engineering  7, Issue no -3, Feb,2019 (ISSN: 2347-2693)(pageno-36 to 40). 
  • Abhay Kumar, Radha Krishna Rambola "Bitcoin: The First decentralized Transaction System” National Conference on Advances in Computer Science and Information Technology (NCACSIT-2019) Bilaspur (C.G) during 22-23 Feb, 2019. 
  • Radha Krishna Rambola, Abhay Kumar, Gitendra Sharma "The Future Technology Optimization to implement: Light-Fidelity (Li-Fi)” In International Conference on Innovative Research in Science, Management and Technology (ICIRSMT-2020) Atal Bihari Vajpayee University, Bilaspur (C.G.), India,  during 4-5, January, 2020. In collaboration with Modern Technology and Management Institute Inc. USA and in collaboration with University of Maryland, Eastern Shore, USA. 
  • Gitendra Sharma ,Radha Krishna Rambola, Abhay Kumar, "Usage of Blockchain Technology for Securing the Communication of IoT Devices in Smart Cities” In International Conference on Innovative Research in Science, Management and Technology (ICIRSMT-2020) Atal Bihari Vajpayee University, Bilaspur (C.G.), India,  during 4-5, January, 2020. In collaboration with Modern Technology and Management Institute Inc. USA and in collaboration with University of Maryland, Eastern Shore, USA. 
  • Abhay Kumar ,Gitendra Sharma ,Radha Krishna Rambola, "Optimization of CPU Scheduling And Comparison: A Analysis” In International Conference on  Innovative Research in Science, Management and Technology (ICIRSMT-2020) Atal Bihari Vajpayee University, Bilaspur (C.G.), India,  during 4-5, January, 2020. In collaboration with Modern Technology and Management Institute Inc. USA and in collaboration with University of Maryland, Eastern Shore, USA. 
  • Subham Joshi,,Radha Krishna Rambola "Sustaining Practices For On Demand & Deterministic Data Publishing Using Privacy Preservation” Published in International journal of Software and Hardware Research in Engineering(IJSHRE) 8, Issue no - 4,Page-(16-19) April,2020 (ISSN: 2347- 9698) Google Scholar. 
  • Shubham Joshi, Radha Krishna Rambola, "Context Aware Service Oriented Architecture for Secure Data Transmission”, published in Scopus Indexed and UGC CARE Group II Listed Journal, Journal of University of Shanghai, for Science and Technology(JUSST), Volume 22, Issue no- 11,Page-(257-262) 10thOct,2020 ISSN No.: (1007-6735). 
  • Shubham Joshi, Prathamesh Churi, Radha Krishna Rambola, "Evaluating Artificial Intelligence in education for Next Generation”, Presented and published in the proceedings of 2nd International Conference on Smart and Intelligent Learning for Information Optimization (CONSILIO 2020), October 24-25, 2020, organized by CONSILIO Intelligent Lab and Jaypee University of Engineering & Technology, Guna (Scopus Indexed Conference).
  • Pratiksha Meshram, Radha Krishna Rambola, "Depression Prediction analysis using Deep Learning: A Survey, Presented in International Conference on Intelligent Systems, Data Science and Computing (ICIDC-2020), organized by Department of Computer Science and Engineering, Shri Ramdeobaba College of Engineering and Management, Nagpur in association with SRH University, Heidelberg, Germany during 27-28 November 2020.
  • Gopal Krishna, Shubham Joshi, Radha Krishna Rambola, "An approach towards Effectiveness of Total Quality Management and its influencing Factors, published in Scopus Indexed and UGC CARE Group II Listed Journal, Journal of University of Shanghai, for Science and Technology(JUSST), Volume 23, Issue no- 1,Page-(324-328) Jan,2021 ISSN No.: (1007-6735). 
  • Pratiksha Meshram, Radha Krishna Rambola "Depression Prediction analysis using Deep Learning: A Survey, published in Scopus Indexed(ESCI) and UGC approved Journal Bioscience Biotechnology Research Communications (BBRC), Special Issue Volume 13, Issue no- 14,Page-(310-314) 2020 Online ISSN No.: (2321-4007),Print ISSN: 0974-6455. 
  • Pyush Kumar Soni,Radha Krishna Rambola "Deep Learning Wordnet and Spacy based Hybrid Method for Detection of Implicit Aspects for sentiment Analysis In Proc. (IEEE Xplore) IEEE International Conference on Intelligent Technologies (CONIT-2021) India during June, 2021. 
  • Pratiksha Meshram and Radha Krishna Rambola titled "Diagnosis of depression level using multimodal approaches using deep learning techniques with multiple selective features", in the International Journal Expert Systems, Wiley Publications. Indexed in SCI & Scopus , CiteScore: 3.4 and Impact Factor-2.5. Page-(1-13) ,13th Jan,2022 Volume- 1, ISSN No.: (1468-0394). 
  • Radha Krishna Rambola,Aditya,Yashand Aditi Nandi titled " Preventive Machine learning Models for Suicides Rates ", in the International Journal of Research in Engineering and Science (IJRES). Page-(67-73) ,23rd Feb,2022 Volume- 10, Issue-2, ISSN No.: ISSN (Online): 2320-9364, ISSN (Print): 2320-9356. 
  • Pyush Kumar Soni,Radha Krishna Rambola "A Survey on Implicit Aspect Detection for Sentiment Analysis:Terminology, Issues, and ScopeIn ",in the International Journal IEEE ACCESS. Indexed in SCI & Scopus , Impact factor: 3.367. Page-(1-21) ,15th Jun,2022 Volume- 10, Print and Online ISSN No.: (2169-3536). 
  • Radha Krishna Rambola "Aerial Separation and Receiver Arrangements on Identifying Lung Syndromes Using the Artificial Neural Network” ,in the International Journal Computational Intelligence and Neuroscience (Hindawi). Indexed in SCI & Scopus, Impact factor: 3.067. Page-(1-8) ,23rd Aug,2022 Volume- 2022, Print and Online ISSN No.: (1687-5273), https://doi.org/10.1155/2022/7298903
  • Sonia Relan,Radha Krishna Rambola "A review on abstractive text summarization Methods In Proc. (IEEE Xplore) IEEE 13th International Conference on Computing Communication and Networking  Technologies (ICCCNT-2022)Kharagpur, India during 3-5 October, 2022, 1109/ICCCNT54827.2022.9984332.
  • Bhushan Inje, Kapil Nagwanshi, Radha Krishna Rambola "An efficient document information retrieval using hybrid global search optimization algorithm with density based clustering technique” In the International Journal Cluster Computing(Springer). Indexed in SCI & Scopus, Impact factor: 2.78. Page-(1-17) ,8th Feb,2023 Volume-25, Print and Online ISSN No.: (1386-7857), https://doi.org/10.1007/s10586-023-03976-1.
  • Bhushan Inje, Kapil Nagwanshi, Radha Krishna Rambola "Nature-Inspired Information Retrieval System: A Systematic Review Of Literature and Techniquein World  Conference on  Artificial Intelligance: Advance and Applications(WCAIAA-2023) Sri Padampat Singhania University, India during 18-19 Mar, 2023.
  • Pratiksha, Radha Krishna Rambola "Prediction of Clinical Depression through Acoustic Feature Sampling Using Deep Learning and Random Forest Technique Based On BDI-IIScale of Psychiatryin World  Conference on  Artificial Intelligance: Advance and Applications(WCAIAA-2023) Sri Padampat Singhania University, India during 18-19 Mar, 2023.  

Official Email Id

radhakrishna.rambola@nmims.edu

           
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