I am a driven researcher with a passion for leveraging technology to address pressing healthcare and environmental challenges. With a proven track record in leading and contributing to impactful projects, I have spearheaded initiatives funded by prestigious organizations such as the Ministry of Human Resource Development, the Government of India, and the University of California, USA. My expertise spans areas such as data mining, machine learning, and IoT analytics.
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Doctor of Philosophy in Information Technology and Engineering, (Jun 2013 - Jan 2018) |
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M.Tech. - Master of Technology in Information Technology, (Jun 2010 - Jun 2012) |
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B.E. – Bachelor of Engineering in Computer Science, (Jun 2007 - Apr 2010) |
Python
SQL
Tensorflow
R programming language
Angular
Git
SMFS is an innovative technology utilizing advanced analytics and deep learning for precise soil moisture forecasts.
Its interactive interface permits users to tailor forecasts and explore scenarios.
SMF marks a notable advancement in soil moisture forecasting, promising enhanced decision-making across sectors.
This project integrates presence and climatic background data from Envicloud and WorldClim to predict pest occurrence probabilities in the USA,
aiding agricultural stakeholders in crop protection.
This project is related to automated crack detection system for enhancing bridge safety and longevity using the YOLO-v8.
It aims to overcome manual inspection limitations by tailoring models to task demands.
This project focuses on the development of an automated system for detecting pigs and analyzing their behavior to enhance monitoring and management practices. By utilizing the YOLOv5 model, this project aims to address the limitations of manual observation, providing a more efficient and accurate method for monitoring pig.
| Project | Role | Fund |
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Scheme for Promotion of Academic and Research Collaborations, MHRD, India (Funded) Title: ”Prognosis of Microaneurysm and Early Diagnosis System for Non-Proliferative Diabetic Retinopathy using Deep Convolutional Neural Network” (Link) |
International Principal Investigator |
$ 81,405.47 |
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USISTEF: United State-India Science and Technology Endowment Fund (Under Review) Title: “Computed Tomography Assisted Covid-19 Diagnosis using Artificial Intelligence Techniques from another Communal Respiratory Disease” |
Co- Principal Investigator |
$ 65,353 |
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Google AI Grant (Under Review) USA-India Collaborated Funded Project, Title: “Advanced Artificial Intelligence Model for Human Genome Sequencing & Genomic Medicine for COVID-19 Patients with Asymptomatic Cases” |
Co-Principal Investigator |
$ 2,00,000 |
| Title | Journal Name | DOI Link |
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A Framework for Developing the Next Generation Interactive Soil Moisture Forecasting System Using the Long-Short Term Memory Model. (2023) |
IEEE Machine Learning and Applications |
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A Boosted Tree Classifier Algorithm based Collaborative Computing Framework for Smart System. (2020) |
IEEE Transactions on Network Science and Engineering |
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Ant-Inspired Recurrent Deep Learning Model for Improving the Service Flow of Intelligent Transportation Systems. (2020) |
IEEE Transactions on Intelligent Transportation Systems |
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Deep Learning-based Service Distribution Model for Wireless Network Assisted Internet of Everything. (2023) |
IEEE Transactions on Network Science and Engineering |
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Conditional Support-Vector-Machine-Based Shared Adaptive Computing Model for Smart City Traffic Management. (2023) |
IEEE Transactions on Computational Social Systems |
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In-Mapper combiner based MapReduce algorithm for processing of big climate data.(2018) |
Future Generation Computer Systems |
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| CDP-UA: Cognitive Data Processing Method Wearable Sensor Data Uncertainty Analysis in the Internet of Things As- sisted Smart Medical Healthcare Systems.(2021) |
IEEE Journal of Biomedical and Health Informatics |
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Artificial intelligence and Blockchain-Assisted Offloading Approach for Data Availability Maximization in Edge Nodes. (2021) |
IEEE Transactions on Vehicular Technology |
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Pre-Predictive Congestion-based Data Allocation for Sixth Generation Cooperative Intelligent Transportation Systems. (2023) |
IEEE Transactions on Intelligent Transportation Systems |
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Non-Recurrent Classifi- cation Learning Model for Drone Assisted Vehicular Ad-Hoc Network Communication in Smart Cities. (2021) |
IEEE Transactions on Network Science and Engineering |
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GTSM–Graph-Transient Security Model for Intelligent Transportation System Information Exchange. (2022) |
IEEE Transactions on Intelligent Transportation Systems |
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Information-Centric Content Management Framework for Software Defined Internet of Vehicles Towards Application Specific Services. (2021) |
IEEE Transactions on Intelligent Transportation Systems |
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Smart Sensing based Functional Control for Reducing Uncertainties in Agricultural Farm Data Analysis. (2021) |
IEEE Sensors Journal |
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An Efficient Resource Allocation Scheme with Optimal Node Placement in IoT-Fog-Cloud Architecture. (2021) |
IEEE Sensors Journal |
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AI assisted service virtualization and flow management framework for 6G-enabled cloud-software-defined network based IoT. (2021) |
IEEE Internet of Things Journal |
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Displacement-aware service endowment scheme for improving intelligent transportation systems data exchange. (2021) |
IEEE Transactions on Intelligent Transportation Systems |
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Blockchain Assisted Secure Data Sharing Model for Internet of Things Based Smart Industries. (2021) |
IEEE Transactions on Reliability |
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Optimizing Resource and Service Allocations for IoT-Assisted Intelligent Transportation Systems. (2022) |
IEEE Transactions on Intelligent Transportation Systems |
