Faculty

JKLU boasts a distinguished faculty body comprising experienced academics and industry professionals.
About

Dr. Amit Kumar Sinhal

Professor

Computer Science and Engineering

Institute of Engineering & Technology

Biography

Dr. Amit Kumar Sinhal is currently working as a Professor and coordinator of the Department of Computer Science and Engineering at JK Lakshmipat University (JKLU). He has over 27 years of extensive experience in software development, project management, research, and academia He served as visiting Professor at Sardar Vallabhbhai National Institute of Technology (SVNIT). Dr. Sinhal holds a PhD and M.Tech in Computer Science and Engineering from Rajiv Gandhi Technical University and completed his Postdoctoral research at the University of Louisiana at Lafayette. Additionally, he is a Certified Master Trainer in High-Performance Computing (HPC) by AICTE-CDAC and hold professional certifications in Computer Science Education from IIIT Delhi and Project-Based Learning from Olin College of Engineering, USA.  

Education

  • University of Louisiana at Lafayette, USA, 2023

    PostDoc, Computer Science and Engineering

  • Rajeev Gandhi Technical University, Bhopal, 2016

    PhD, Computer Science and Engineering

  • Rajeev Gandhi Technical University, Bhopal, 2005

    MTech, Computer Science and Engineering

  • SVNIT, Surat, 1996

    B.E., Computer Engineering

  • AI-ML
  • Data Analytics

  • Heart Disease Classification through Crow Intelligence Optimization-based Deep Learning Approach, International Journal of Information Technology (Singapore), (Scopus Indexed), Jan 2024.
  • Impact of machine and deep learning techniques on diseases classification and prediction: a systematic review, International Journal of Advanced Technology and Engineering Exploration (Scopus Indexed), July 2023.
  • Sign language recognition (SLR) system for hearing-impaired people and those with speech disability: A Review, Advances in Image and Data Processing using VLSI Design, Volume 2: Biomedical applications, IOP Publishing. 2022.
  • Key Aggregation Cryptosystem and Double Encryption Method for Cloud-Based Intelligent Machine Learning Techniques-Based Health Monitoring Systems, Computational Intelligence and Neuroscience 2022.
  • An Improved Auto Categorical PSO with ML for Heart Disease Prediction, Engineering, Technology & Applied Science Research 12 (3), 8567-8573 2022.
  • An Effective Approach for Grid Task Scheduling Using Continuous PSO, International Journal of Computational Intelligence Research 4(1):37-43, 2022.
  • Detailed Survey and Discussion on Data and Document Security Concerns in Cloud Computing: Moving from Single cloud to Multi-Clouds, Design Engineering, Vol. 21, Issue 06, 8067-8076, 2021.
  • Audit Fraud Data Prediction Using Machine Learning Algorithms. In Proceedings of International Conference on Communication and Computational Technologies (pp. 413-419). Springer, Singapore, 2021.
  • Enhanced Security of the Color Image Using Asymmetric RSA Algorithm. In Proceedings of International Conference on Communication and Computational Technologies (pp. 279-286). Springer, Singapore, 2021.
  • Cloud computing: peer to peer keyword search on cloud. SAARJ Journal on Banking & Insurance Research, 9(1), 4-9, 2020.
  • Recognizing MNIST Handwritten Data Set Using PCA and LDA. In International Conference on Artificial Intelligence: Advances and Applications 2019 (pp. 169-177). Springer, Singapore, February 2020.
  • “An Advanced Unequal Power Allocation for Image Transmission with Chaotic Communication”, SSRN Electronic Journal, 3rd International Conference on Internet of Things & Connected Technologies (ICIoTCT), Jan. 2018.
  • “An Approach for Hyperspectral Image Classification by Optimizing SVM using Self Organizing Map”, Journal of Computational Science, Elsevier B.V., Jul 2017.
  • “Block-Based Text Data Partition with RC4 Encryption for Text Data Security”, International Journal of Advanced Computer Research, Vol. 24, No. 6, pp. 107-113, 2016.
  • “Rate Base Congestion Control in Multipath Routing Strategies Under MANET”, International Journal of Computer Applications, Vol. 12, No. 11, pp. 29-34, 2015.
  • “Frequent Document Mining Algorithm with Clustering”, International Journal of Computer Science and Network Security
  • (IJCSNS), Vol. 15, No. 3, pp. 5-9, 2015.
  • “An Enhanced Associative Ant Colony Optimization Technique-Based Intrusion Detection System”, Artificial Intelligence and Evolutionary Algorithms in Engineering Systems, Springer, pp. 541-553, 2015.
  • “Constructing of Object-Oriented Databases from Relational Databases: A Review”, International Journal of Advance Research in Computer Science and Management, 2014.
  • “Importance of String Matching in Real-World Problems”, International Journal Engineering Computer Science, Vol. 3, No. 6, pp. 6371-6375, 2014.
  • “Image Tag Refinement with Ranking Based Multi-Correlation Tensor Factorization (RMTF) Model”, Elixir Computer Engineering, Vol. 70, pp.24280-24284, 2014
  • “A Comprehensive Review of Improvement of Image Contrast in Case of Poor Light”, International Journal of Computer Sciences and Engineering, Vol. 2, No. 5, pp.168-175, 2014.
  • “An Implementation on Secure Hash Algorithm in Wireless Algorithms to Ensure the Integrity”, International Journal of Computer Science and Information Technologies, Vol. 5, No. 3, pp. 4779-4781, 2014.
  • “Clean Migration of Data from Relational Database to Object-Oriented Database using Three-Step Data Migration Algorithm‟, Asian Journal of Computer Science and Information Technology, Vo. 5, No. 5, pp. 6176-6180, 2014.
  • “A Novel Fuzzy based Approach for Effort Estimation in Software Development” in ACM SIGSOFT Software Engineering Notes, Vol. 38, Issue 5, pp. 1-6, 2013.
  • “A Distribution based Approach of Outlier Removal for Software Effort Data”, in International Journal of Computer Applications, Vol. 74, No. 20, pp. 24-28, 2013.
  • “Software Development Effort Estimation: A Review”, International Journal of Advanced Research in Computer Science and Software Engineering, 3 (6), pp. 1-15, June 2013.
  • “A Proposal of Novel Soft Computing Based Effort Estimation Model for Software Development”, CiiT International Journal of Software Engineering and Technology, Vol. 6, No. 6, 2013.
  • “A Novel Technique of Optimization for Software Metric Using PSO”, International Journal of Soft Computing and Software Engineering (JSCSE), Vol.3, No.10, 2013
  • “An FP-Growth Approach to Mining Association Rules”, International Journal of Computer Science and Mobile Computing, Vol. 2, Issue. 2, pp.1-5, 2013.
  • “A Novel Technique to Image Annotation using Neural Network”, International Journal of Computer Applications & Information Technology Vol. 2, Issue 2, 2013.
  • “An Integrated Framework for Designing Content based Image Retrieval System using Support Vector Machine with Enhanced Biased Maximum Margin”, International Journal of Computer Applications, Vol. 56, Issue 8, pp. 23-30.
  • “Combined Architecture for Early Test Case Generation and Test Suit Reduction”, IJCSI International Journal of Computer Science Issues, Vol. 10, No 2, January 2013.
  • “A Neural Network Approach to Improve the Efficiency of Image Annotation”, International Journal of Engineering Research & Technology (IJERT), Vol. 2 Issue 1, 2013.
  • “Congestion Aware Technique for multipath Load Balancing in MANET”, International Journal of Scientific and Engineering Research, Volume 4, Issue 3, 2013.
  • “A Review: Remote File Manager for Android Platform using FTP4Android”, Tenth IEEE International Conference on Wireless and Optical Communications Networks (WOCN), pp. 1-5, 2013.
  • “Enhancement of Infrared Image for Roof Leakage Detection”, IEEE International Conference on Emerging Trends in Computing, Communication and Nanotechnology, (ICE-CCN 2013), pp. 580-585, 2013.
  • “Resource Optimization and Cost Reduction by Dynamic Virtual Machine Provisioning in Cloud”, IEEE International Conference on Advances in Computing, Communications, and Informatics (ICACCI), pp. 857 – 861, 2013
  • “Dynamic AODV for Mobile Ad-hoc Network”, International Journal of Computer Science and Information Security, Vol. 11, No. 4, April, pp. 82-86, 2013.
  • “Network Performance investigation in Presence of Multiple Vital Node and IDS in MANET”, International Journal of Computer Science and Information Technologies, Vol. 3 (3), 2012, pp. 3879-3883.
  • “Improvement and Implementation of M-Commerce System Platform Based on Android 2.2”, International Conference on Computer Science and Engineering.
  • “An Alternative Approach to Remove Impulse Noise from Digital Images to Reduce Execution Time”, International Journal of Computer Applications, Volume 46, No.13, May 2012, pp. 15-17.
  • “A Review of Image Classification Techniques in Content Based Image Retrieval”, International Journal of Computer Science and Information Technologies, Vol. 3 (5), 2012, 5182-5184.
  • “Hiding Sensitive Association Rules without Altering the Support of Sensitive Item(s)”, International Journal of Artificial Intelligence & Applications (IJAIA), Vol.3, No.2, March 2012, pp. 75-84.
  • “Comparative Study of Cloud Computing and Mobile Cloud Computing”, MEDHA - 2012 Proceedings published by International Journal of Computer Applications, pp. 13-19, 2012
  • “Performance Analysis of Dropped Packets for Location Aided Routing Protocol Using Artificial Intelligence”, IOSR Journal of Computer Engineering (IOSRJCE) Vol. 1, Issue 1, pp. 24-30, 2012.
  • “Uncertain Data Clustering: Voronoi Diagram & R-Tree Index”, International Journal of Computer Science & Technology (IJCST), Vol. 3, Issue 2, 2012.
  • “Survey of Effective Web Cache Algorithm”, International Journal of Science and Engineering Investigations, Vol. 1, Issue 2, pp. 79-82, 2012.
  • “Comparisons of Wavelets Based Image Compression Methods”, World Journal of Science and Technology, Vol. 2, No. 3, pp10-13, 2012.
  • “Online Handwritten Digit Recognition Using Gaussian Based Classifier”, International Journal of Computer Technology & Applications, Vol. 3, No. 1, pp. 425-430.
  • “Comparison and Analysis of Object-Oriented Record Management System (OORMS) and Conventional Management System for M-Commerce System”, International Journal of Computer Theory and Engineering, Vol. 4, No. 1, pp. 54-58, 2012.
  • “Survey on Mobile Cloud Computing”, International Journal of Engineering Sciences & Emerging Technologies, Vol. 1, Issue 2, pp. 8-19, 2012.
  • “Context Monitoring Framework for Sensor Nodes”, International Journal of Engineering Research and Technology, Vol.1, Issue 8, 2012
  • “Design and Implementation of Novel SPIHT Algorithm for Image Compression”, 2nd IEEE International Conference on Parallel Distributed and Grid Computing (PDGC), pp. 430-434, 2012
  • “Implement Credit Card Fraudulent Detection System using Observation Probabilistic in Hidden Markov Model”, Nirma University International Conference on Engineering (NUiCONE), 2012.
  • “A Frequent Document Mining Algorithm with Clustering”, Indian Journal of Computer Science and Engineering, Vol. 3, No.5, pp. 678-686, 2012
  • “A Performance-Centric Comparative Study of Hybrid Security Protocol Architectures”, Proceedings of All India Seminars on Biomedical Engineering 2012 (AISOBE 2012), Lecture Notes in Bioengineering, pp. 231-238, 2012.
  • “A Novel Approach to the Design of a New Hybrid Security Protocol Architecture”, Advanced Communication Control and Computing Technologies (ICACCCT), IEEE International Conference on 23-25, pp. 429 – 433, 2012.
  • “Result Analysis for Anti-Phishing Design using Mutual Authentication Approach”, Proceedings from Conference on Information and Communication Technologies Enhancing Business Competencies through Innovative Practices, Prestige Institute of Management & Research, Indore 2011.

  • "Intelligent Systems. Proceedings of SCIS 2021”, Algorithms for Intelligent Systems book series (AIS), Springer Nature, July 2021.
  • “Computer Fundamentals and its Applications”, Publisher- LAMBERT Academic Publishing (2018), Germany, ISBN 978-3-330-34991-9.
  • “Sign Language Recognition (SLR) System for Mute Individuals and Hearing-Impaired People: A Review” in a book Advances in Image and Data Processing using VLSI Design, Volume 1– Smart Vision Systems, IOP Publishing (Scopus and Web of Science).
  • “A Performance-Centric Comparative Study of Hybrid Security Protocol Architectures”, Proceedings of All India Seminar on Biomedical Engineering 2012 (AISOBE 2012), Lecture Notes in Bioengineering, pp. 231-238, 01/2013.
  • “Observation Probability in Hidden Markov Model for Credit Card Fraudulent Detection System”, Proceedings of the 2nd International Conf. on Soft Computing for Problem Solving (SocProS 2012), December 28-30, pp. 751-760, 2012.
  • “A Novel Secure Object Pool Based RMS (SOPRMS) Technique and Implementation in WTK Environment”, International Conference on Computer and Automation Engineering, 4th (ICCAE 2012), ASME Press, 01/2012.
  • “Artificial Bee Colony Algorithm with Uniform Mutation”, Proceedings of the International Conf. on Soft Computing for Problem Solving (SocProS 2011) December 20-22, 2011, published by Springer in Advances in Intelligent and Soft Computing Volume 130, pp. 503-511, 2011.

  • Papers presented in the International Conference on “Innovations in Technology, Management, and Design for Achieving Sustainable Developments Goals” (ICSDG) organized by JK Lakshmipat University, Jaipur during February 7-8, 2020.
  • Presented a paper in 3rd International Conference on Internet of Things & Connected Technologies (ICIoTCT), at MNIT Jaipur in Jan. 2018.
  • Participated in the “International Conference on Cloud, Big Data & Trust (ICCBDT)” at RGPV, Bhopal on Nov 13-15, 2013.
  • Presented a paper in NCETCT-2013 organized by R.C. Patel Institute of Technology, Shirpur (MH) on 22-23 Feb 2013.
  • Presented a paper in National Conference on “Recent Trends in Engineering” at D. N. Patel College of Engineering, Shahada (Maharashtra) on 1-2 March 2013.
  • Chaired Technical Session in Nation Conference on “Emerging Trends in Computer Science” at MANIT, Bhopal on 8-9 March 2013.
  • Presented a paper in International Conference on “Emerging Trends in Electronics, Computer & Mechanical Engineering” at Marathwada Mitra Mandal, Pune, 2013.
  • Presented a paper in International Conference on “Innovative Technologies in Engineering & Science” at V.V.P Engineering College, Rajkot, Gujarat on 22-23 Dec 2012.
  • Presented a paper in “All India Seminar on Bio-Medical Engineering (AISOBE 2012)” organized by The Institution of Engineers (India), Jabalpur Chapter on Nov 3-4, 2012.
  • Presented a paper in MEDHA 2012 at JDIET, Yavatmal (Maharashtra) on 15th Sep 2012.
  • Presented a paper at the International Conference on “VLSI Communication and Networks” organized by Institute of Engineering & Technology, Alwar (Rajasthan) on Dec 24-25, 2011.
  • Presented a paper in the National Conference on “Data & Knowledge Engineering” at ADIT, V.V. Nagar, Guj on 25 Sept. 2005.
  • Presented a paper in the Indian International Conference on “Artificial Intelligence” at PUNE on 20-22 Dec 2005.

  • Computer Science and Engineering

  • Software Engineering
  • AR-VR
  • Python Programming
  • Data Structures
  • Object Oriented Programming

  • Professor, CSE, JKLU Jaipur (July 2019-till date).
  • Professor & Head, Technocrats Institute of Technology, Bhopal (Mar 2010-July 2019)
  • Project Lead, ISC Software Pvt Ltd., Bhopal (Apr 2006 - Mar 2010)
  • Asst. Professor, University Institute of Technology, Bhopal (Feb 2003 - Apr 2006)
  • Associate Software Engineer, ITSC Technologies Private Limited, Bhopal. (Jul 1996 - Aug 2002)

  • Coordinator – PhD (July 2023 – Present).
  • Coordinator – B. Tech CSE (March 2023 – Present)
  • President - Institution’s Innovation Council (March 2022 – Present)

  • Organized a Hackathon ‘HackJKLU 3.0’ at JK Lakshmipat University (JKLU), Jaipur on 15-17th March 2024.
  • Organized a Hackathon ‘HackJKLU 2.0’ at JK Lakshmipat University (JKLU), Jaipur on 22-23rd April 2023.
  • Organized Smart India Hackathon 2022 as SPOC and Event Head at Nodal Center JKLU, Jaipur on 25-26 August 2022.
  • Organized a Hackathon ‘Build-a-thon 2.0’ at JK Lakshmipat University (JKLU), Jaipur on 14th April 2022.
  • Organized an International Conference at JK Lakshmipat University (JKLU), Jaipur on "Innovation & Sustainability" during February 5-6, 2021.
  • Organized a Hackathon ‘Build-a-thon’ at JK Lakshmipat University (JKLU), Jaipur on 3rd Oct 2019.
  • Organized a National Conference on Data, Data Mining & Big Data at TIT, Bhopal on 21-22 February 2017.
  • Organized an International Conference on Intelligent Computing and Information System (ICICI-2012) at Pachmarhi in association with MANIT, Bhopal on 27-28 Oct. 2012.
  • Organized a National Seminar on Recent Trends in Computer & Network Security, sponsored by MPCOST, Bhopal at TIT, Bhopal on 8 Nov. 2012.
  • Organized a National Conference on Soft Computing and Security at TIT Bhopal in 2014.

  • Working as Chief Editor in a Scopus Indexed International Journal of Emerging Technology and Advanced Engineering (ISSN 2250–2459 (Online))

  • Working as Reviewer in an International Journal “Multimedia Tools and Applications” (SCIE) published by Springer and International Journal of Interactive Multimedia and Artificial Intelligence (Web of Science).

  • 10th IEEE International Conference Communication Systems and Network Technologies CSNT 2021 organized by OIST, Bhopal during 18-19 June 2021.
  • International Conference on Innovations in Computational Intelligence and Computer Vision ICICV -2020 organized by Manipal University, Jaipur during 17-19 Jan 2020.

  • Life Member of ISTE
  • Life Member of IAENG
  • Life Member of AMLE
  • Life Member of CSTA
  • Life Member of ACM.

  • Science & Technology Workshop under National Innovation Mission organized by Block Education Office, Jaipur, held on 3-4 February 2020.
  • National Workshop on Research Methodology at Sri Sathya Sai College for Women, Bhopal, held on 10th & 11th February 2020.
  • Science & Technology Workshop under National Innovation Mission organized by Block Education Office; Jaipur held on 28-29 February 2020.
  • Tools for Researchers in three days FDP organized by IIST under TEQIP-III Rajiv Gandhi Technical University on 5-7th June 2020.
  • Natural Language Processing in five days National Webinar organized by UIT, Barkatullah University on 13th June 2020.
  • Research Tools and Technology in two days National Workshop on "Research Methodology" under SAGE Summer School on 29th June 2020.
  • 'Online Teaching-Learning Tools' in the FDP organized by Autonomous Cell, Sri Sathya Sai College for Women, Bhopal (NAAC 'A-Grade) on 1st March 2021.
  • G.H. Raisoni Institute of Business Management, Jalgaon on 7 July 2021.
  • FDP organized by T&P Cell, SAGE University Indore during 12-16 July 2021.
  • Soft Computing in the FDP organized by the Department of CSE & IT, JIIT Noida.16-21 August 2021.
  • Two Days International Conclave organized by SAGE University Indore during August 26-27, 2021.

  • Certified HPC Master Trainer and Innovation Ambassador by AICTE

  • Three-Weeks AICTE-Master Trainer HPC Workshop at CDAC Pune during May-June 2024.
  • One Week "Innovation, Design, and Entrepreneurship (IDE)” AICTE-Boot-Camp at IISER Bhopal. during 22nd- 26th June 2023.
  • One semester long Certificate course in CS Education on Effective Teaching of ML conducted by IIITD, Delhi and ACM, India Council during Jan-May 2022.
  • One Week Online Workshop on Project Based Learning conducted by Summer Collaboratory Institute at 𝗙𝗿𝗮𝗻𝗸𝗹𝗶𝗻 𝗪. 𝗢𝗹𝗶𝗻 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴 C𝗼𝗹𝗹𝗲𝗴𝗲, 𝗕𝗼𝘀𝘁𝗼𝗻 during 7-11th June 2021.
  • One Week online STTP on “Moral Values, Ethics, behaviour Science & Attitude” organized by LNCT & AICTE during 02-07 Nov. 2020.
  • One Week online STTP on "Training of Trainer for Teacher Educator (Under TLC Project)" Organized by NITTTR, Bhopal between 21st - 25th September 2020.
  • One Week ATAL Academy online FDP on "Data Science" Organized by MCNUJC, Bhopal between 7th - 11th September 2020.
  • One Week Short Term Training on “Outcome Based Education and Accreditation” organized by GITS, Udaipur associated with NITTR, Kolkata from 24th to 28th Sep. 2018.
  • One Week Faculty Development Program on “Research Methodology for Innovative Research in Engineering and Applied Science” organized by TIT, Bhopal under the TEQIP-III & associated with RGPV from 8th to 12th Mar 2018.
  • One Week Faculty Development Program on “Recent Sustainable Advancement in Renewable Energy Technologies” organized by TIT-Advance, Bhopal under the TEQIP-III & associated with RGPV from 8th to 12th Jan 2018.
  • One Week Faculty Development Program on “Big Data & Hadoop” organized by UIT RGPV under the TEQIP- II and technically associated with CSI and ACM from 31st Jan to 4th Feb 2017.
  • One Week TEQIP-II FDP on “Artificial Intelligence & Soft Computing Techniques” organized by UIT RGPV from 28 April – 2 May 2015.

  • One Week Online Workshop on "Machine Learning and Speech Processing", organized by NIT Sikkim from 15-19th Feb 2021.
  • One-day Workshop on Role of Local Chapters of NPTEL conducted by IIT, Kanpur on 17th Nov. 2018.
  • One Week Nation Workshop on Intellectual Property Rights (IPR) on 3rd to 8th February 2018 at TIT, Bhopal.
  • Two days National Conference IIEFA-2017 organized by MPSCT on 23rd to 24th Sept. 2017 at CRISP, Bhopal.
  • Three days National Exhibition & Symposium of Innovation Model in the SRIJAN 2016 at MPCST, Bhopal.
  • Three days National Exhibition & Symposium on iFAST2015 “Innovative and Futuristic Approaches in Science & Technology” from 26th to 28th February 2015 at MANIT, Bhopal.
  • Workshop on “Mat lab & Embedded Technology” on Aug 8 & 9 2003 organized by IETE, UIT, BU, Bhopal.
  • Workshop on “Robotics & Industrial Automation” organized by the IE (India) on 27 March 2004.
  • Seminar on “Linux & Wireless LAN” organized by CSI Bhopal Chapter & UIT, Bhopal on 20-21 April 2004.
  • Workshop on “Bioinformatics: Databases, Retrieval & Analysis” on 21-23 Sep. 2004 organized by Department of Biotechnology & Bioinformatics Center, BU, Bhopal
  • Workshop on “Emerging trends on Wireless Broadband Communication & Computation” on Apr 9 & 10 2005, Organized by IETE, UIT, BU, and Bhopal.

  • Best Academician of the Year Award, Mar 2018

Supervised. PhD

  • Mr. Chintal Kumar Patel, “Data and Document Security Concerns in Cloud Computing: Moving from Single cloud to Multi-Clouds”, School of Engineering, Sri Satya Sai University, Sehore (M.P.), Nov. 2021.
  • Mr. Nishant Katiyar, “A Novel Approach in Cloud Computing Supported E-Learning Framework and Models for Higher Education”, Mandsaur University, Mandsaur (M.P.), Dec. 2021.
  • Mr. G D Deshmukh, “Performance Evaluation of Engineering Faculty by Implementing Optimization Technique on Multi Criteria Satisfaction Analysis (MUSA)”, Rabindranath Tagore University, Bhopal (M.P.), June 2023.
  • Mr. Animesh Kumar Dubey, “A Hybrid Mining and Optimization Based Framework for Heart Disease Prediction”, JK Lakshmipat University, Jaipur, Dec 2023.
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