Dr. Mukesh Kalla
Associate Professor & Head CSE • Department of Computer Science & Engineering • ICFAI University, Jaipur
Short bio
Dr. Mukesh Kalla is currently serving as an Associate Professor and Head of the Department of Computer Science & Engineering (CSE) in the Faculty of Science and Technology at ICFAI University, Jaipur, and also holds the academic responsibility of NEP Convener. With over 23 years of extensive teaching and academic leadership experience, he has previously served at Sir Padampat Singhania University, Udaipur. He holds a Bachelor of Engineering, M.Tech., and Ph.D. in Computer Science and Engineering. His professional affiliations include Associate Membership of the Institution of Engineers (India), Life Membership of the Indian Society for Technical Education (ISTE), and Senior Membership of IEEE. He specializes in Outcome-Based Education (OBE) and curriculum design aligned with NEP 2020 guidelines. His research interests span across Machine Learning, Image Processing, Wireless Networks, Theory of Computation, and Natural Language Processing. He has published numerous research papers in SCI/Scopus indexed journals and conferences, six patents (three granted), and successfully guided four Ph.D. scholars to completion.
Teaching
“Qui ne continue pas d'apprendre est indigne d'enseigner.” — Gaston Bachelard
Current & Previous Courses
Computer Networks
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System Software
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Theory of Computation
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Compiler Construction
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Discrete Mathematic Structure
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Artificial Intelligence
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Probability and statistics for computer science
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Machine Learning
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Neural Networks
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Deep Learning
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Data Base Management System
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Distributed system
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Mobile Ad-Hoc networks
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Computer Architecture
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Operating System
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Data Structure
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Linux for shell Programming
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C/C++ /java Language
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Research & Development
“The Best for the Group comes when everyone in the group does what's best for himself AND the group.” — John Nash
Research Interests
- •Machine Learning
- •Image Processing
- •Wireless Networks
- •Theory of Computation
- •Natural Language Processing
Experience & Education
Academic & Professional Experience
Associate Professor and Head CSE
Jan 2024 – till dateICFAI University, Jaipur
Serving as Associate Professor and Head of Department of Computer Science & Engineering, and NEP Convener.
Associate Professor & Head of Department CSE / Head ITS
July 2012 – Nov. 2023Sir Padampat Singhania University, Udaipur
Served as Associate Professor, Head of Department CSE (13.12.2019 to 3.6.2022), and Head ITS (13.01.2020 to 05.11.2023).
Senior Lecturer in (Selection Grade) / Senior Lecturer in (senior grade) and Head of Department
July-2007 – June 2012Marwar Engineering College & Research Centre Jodhpur
Senior Lecturer in Selection Grade from June 2011 to June 2012; Senior Lecturer in Senior Grade and HOD from July 2007 to June 2011.
Lecturer
Feb 2004 – June-2007Marwar Engineering College & Research Centre Jodhpur
Lecturer
July 2003 – Feb 2004Gyan Vihar School of Engineering & Technology Jaipur
Education
Ph.D. in Computer Science
2017SPSU, Udaipur
M.Tech. in Computer Science
2011JNU, Jodhpur
B.E. in Computer Science
2003VTU, Belgaum, Karnataka
Publications
Showing 33 of 33 publicationsJournal papers, conference proceedings, book chapters, and academic publications.
Effective Flood prediction model based on Twitter Text and Image analysis using BMLP and SDAE-HHNN
Kamoji S, Kalla M.
Engineering Applications of Artificial Intelligence
Image caption generation using a dual attention mechanism
Padate R, Kalla, M.
Engineering Applications of Artificial Intelligence
Design of knowledge incorporated VQA based on spatial GCNN with structured sentence embedding and linking algorithm
Dipali k, Gupta A., and Kalla M.
Journal of Intelligent & Fuzzy Systems
A Framework for Flood Extent Mapping using CNN Transfer Learning
Kamoji S, Kalla M.
International Journal of Intelligent Systems and Applications in Engineering
BERT based Hierarchical Alternating Co-Attention Visual Question Answering using Bottom-Up Features
Koshti D., Gupta A., Kalla M.
International Journal of Intelligent Systems and Applications in Engineering
Knowledge Blended Open Domain Visual Question Answering using Transformer
Koshti D., Kalla M.
Proceedings of the 3rd International Conference on Artificial Intelligence and Smart Energy, ICAIS 2023
Fusion of Multimodal Textual and Visual Descriptors for Analyzing Disaster Response
Kamoji S., Kalla M.
Proceedings - 5th International Conference on Smart Systems and Inventive Technology, ICSSIT 2023
Visual Question Generation Answering (VQG-VQA) using Machine Learning Models
Kachare A., Kalla M., Gupta A.
WSEAS Transactions on Systems
An Energy Efficient Technique for Improved Network Lifetime in Wireless Sensor Network (WSN) Through Energy, Distance, and Density-Based Clustering
Rawat, A., Kalla, M.
Instrumentation Mesure Metrologie
Combining semi-supervised model and optimized LSTM for image caption generation based on pseudo labels
Padate R., Jain A., Kalla M., Sharma A.
Multimedia Tools and Applications
Federated Learning for Image Captioning: A Comprehensive Review of Privacy-Preserving Collaborative Model Training in Distributed Environments
Padate R., Kalla M., Gupta, A., Sharma A.
Proceedings of the 2nd International Conference on Edge Computing and Applications, ICECAA 2023
Predicting Severity from Electronic Health Records of Leprosy Patients using Ensemble Learning
Mehta J., Kalla M.
2023 World Conference on Communication and Computing, WCONF 2023
Analysis of Flood using GIS Parameters in Context of Sustainable Management
Kamoji, S., Kalla, M., Joshi, C., Vaz, T.I.
Proceedings - International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2022
Retinal fundus image classification for diabetic retinopathy using SVM predictions
Hardas M., Kalla M.
Physical and Engineering Sciences in Medicine
TRUST-based features for detecting the intruders in the Internet of Things network using deep learning
Bhor H.N., Kalla M.
Computational Intelligence
High-level and Low-level Feature Set for Image Caption Generation with Optimized Convolutional Neural Network
Padate R., Jain A., Kalla M., Sharma, A.
Journal of Telecommunications and Information Technology
A Widespread Assessment and Open Issues on Image Captioning Models
Padate R., Jain A., Kalla M., Sharma A.
International Journal of Image and Graphics
Data model recommendations for real-time machine learning applications: A suggestive approach
Mahrishi, M., Kalla M.
Machine Learning for Sustainable Development
Clustering Algorithm for Energy- Efficient Wireless Sensor Network
Rawat A, Kalla M.
Turcomat
Unsw-Nb15 Data set and Machine learning based Intrusion Detection Systems
Sonule A., Kalla M.
Int. J. of Engg. and Adv. Tech.
A EDUVQA – Visual Question Answering: An Educational Perspective
Dipali k, Gupta A., and Kalla M.
Journal of Advanced Research in Applied Sciences and Engineering Technology
Detection of In-Perceptible Fruits Bearing on Trees from Inter-Spaced Images
Chitra Bhole, Chandani Joshi, Mukesh Kalla, Kamal Hiren, Anand Darpan
International Journal of Intelligent Systems and Applications in Engineering
QoS-Aware Routing Protocol for Improving Accuracy of Bandwidth Estimation in Mobile Ad-hoc Networks
Kalla M., Panwar A., Chakrabarti P.
International Journal of Innovation in Engineering and Technology
Performance Enhancement QoS-Aware Routing Protocol for Residual Bandwidth Estimation in Mobile Ad-hoc Networks
Kalla M., Panwar A., Chakrabarti P.
International Journal of Computer Science and Information Security
QoS-Aware Bandwidth Estimation Scheme for Delay Based Analysis in Mobile Ad-Hoc Networks
Kalla M., Panwar A., Chakrabarti P., Singh J.K.
International Journal of Computer Science and Technology
QoS-Aware Bandwidth Constrained Precedence Based Routing Protocol for Mobile Ad-hoc Networks
Kalla M., Panwar A., Chakrabarti P., Purohit A.
International Journal of Engineering Sciences and Research Technology
Energy Aware Congestion Adaptive Randomized Routing in MANETs with Sleep Mode
Singh JK, Chakrabarti P., Kalla M.
Int. J. of Computer Networks and Communications Security
Verification of MPI programs using lazy lamport clocks protocols algorithm
Kalla M.
Int. J. on Information and communication Technologies
A Survey on DBN for Intrusion Detection in IoT
Bhor H.N., Kalla M.
Smart Innovation, Systems and Technologies
An Intrusion Detection in Internet of Things: A Systematic Study
Bhor, H.N., Kalla M.
Proceedings - International Conference on Smart Electronics and Communication, ICOSEC 2020
Electronic Health Records Analysis of Leprosy Patients using Machine Learning Techniques
Mehta J., Kalla M.
International Conference on Sentimental Analysis and Deep Learning (ICSADL 2020)
A Survey on Network Coverage, Data Redundancy, and Energy Optimization in Wireless Sensor Network
Rawat A., Kalla M.
Cybernetics, Cognition and Machine Learning Applications Proceedings of ICCCMLA, Algorithms for Intelligent Systems book series (AIS) Springer Nature
Data model recommendations for real-time machine learning applications: a suggestive approach
Mahrishi, M., Sharma, G., Morwal, S., Jain, V. & Kalla, M.
Machine Learning for Sustainable Development
Honors & Awards
Academic Excellence Award for Best Academic Result in MECRC Jodhpur
MECRC Jodhpur • 2010-2011
Patents
Floodknow: AI based hybrid flood severity prediction based on leveraging both textual and visual features using Deep Neural Network
2022Patent Application Number: 202221070479, Date of filing: 07.12.2022. Published by controller General of Patents, Intellectual Property Office, Government of India.
System and method for Detecting Severity of Leprosy from Electronic Health Records
2022Patent Application Number: 202221059443, Date of filing: 18.10.2022. Published by controller General of Patents, Intellectual Property Office, Government of India.
A deep learning based data security system in IOT network
2022Patent Application Number: 202221020053, Date of filing: 2.4.2022. Published and Grant by controller General of Patents, Intellectual Property Office, Government of India.
Multimodal Disaster Risk Management System
2023Patent Application Number: 202321027907, Date of filing: 17.4.2023. Published by controller General of Patents, Intellectual Property Office, Government of India.
EDU-VQA-A Multimodal multi knowledge Open Domain Visual Question Answering model for education
2023Patent application number: 202321027909, Date of filing: 17.04.2023. Published by controller General of Patents, Intellectual Property Office, Government of India.
Machine for automated weighting and packaging
2023Patent Design Number: 392969-001, Date: 17.8.2023. Certificate of Registration of Design by controller General of Patents, Intellectual Property Office, Government of India.
Ph.D. Guidance
Prediction of Misuse and Anomaly Based Network Attacks With UNSW-NB15 Dataset Using Machine Learning
2022Dr. Avinash R. Sonule (17DP000104), Department of CSE
Effective Optimization enabled deep belief network for Intrusion Detection in IoT
2022Dr. Harsh Namdev Bhor (18DP000114), Department of CSE
A framework for Flood Risk Management using Intelligent Model
2023Dr. Supriya Kamoji (20DP000148), Department of CSE
Energy Optimization in Wireless Sensor Network using Probabilistic Approach
2023Asha Rawat (18DP000113), Department of CSE
Professional Memberships
Life Member, Indian Society for Technical Education (ISTE)
Associate Member, Institute of Engineers (AMIE)
Associate Member, Universal Association of Computer and Electronics Engineers (UACEE)
Senior Member IEEE and EXCOM Member Rajasthan Sub Section, Jaipur
Contact Information
Campus Address
Jalap Mohalla, Inside Jalori Gate, Lal ji Maharaj ki Gali Jodhpur-342001