Academic​
Assistant Professor, Texas A&M University-Central Texas (August 2022 to Current)​
Research (Journals, Conferences & Grants)
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NSF Computer and Information Science and Engineering (CISE) Research Initiation Initiative (CRII) - Automated Knowledge Representation for IoT Cybersecurity Regulations (NSF Award Number - 2348147)
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Recent Advancements in Machine Learning for Cybercrime Prediction." Journal of Computer Information Systems (2023): 1-15
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Crime Prediction Using Machine Learning and Deep Learning: A Systematic Review and Future Directions." IEEE Access (2023)
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Exploring Generative Artificial Intelligence Research: A Bibliometric Analysis Approach.
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Secure and Privacy-Compliant Data Sharing: An Essential Framework for Healthcare Organizations." In 10th International Conference on Mathematics and Computing ICMC 2024. 2024.
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Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data Synthesis." In 2023 IEEE International Conference on Big Data (BigData), pp. 5519-5528. IEEE, 2023.
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An Overview of Cybersecurity Knowledge Graphs Mapped to the MITRE ATT&CK Framework Domains," 2023 IEEE International Conference on Intelligence and Security Informatics (ISI)
Teaching
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CIS 4350 - Management Information Systems
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CIS 3303 - Programming Logic and Design
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CIS 4360 - Strategic Information Systems
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CIS 5353 – Data Analytics and Management
Research Assistant, University of Maryland, Baltimore County (January 2018 to May 2022)​
Research
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Developed ontologies or knowledge graphs for cloud and health-related regulations compliance lifecycle using semantic web, Natural Language Processing (NLP), Machine Learning (ML), Deep Learning (DL) and text analytics techniques.
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Built a framework for project module that requires information extraction from unstructured data applying deontic logic for text analysis.
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Collaborated with researchers to combine various regulatory works, this research provides a framework by building a semantically rich knowledge graph for the usage of intelligent systems. Made use of DL, ML, BERT, NLP and semantic web technologies.
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Conducted a research in the health domain, the role involved building a knowledge graph of HIPAA COVID policies.
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Authored two journals and six conference publications in the areas of text mining, cloud privacy and security, NLP, Semantic Web, artificial intelligence and data science in health.
Teaching
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Trained students in the Database applications lab to a class of 60 students. Trained students on SQL and PL/SQL.
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Served as a lab assistant to over 100 students to help with programming languages C, C++ and Core JAVA courses.
Industry
Senior Data Engineer & Data Scientist, REI Systems (January 2015 to Current)
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Software professional with an experience in Informatica, Oracle, SQL, PL/SQL, SQL Server 2008.
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Complete Software Development Life Cycle implementation experience of Data Warehouse/ Data Mart and Business Intelligence using Oracle Business Intelligence, Oracle Database 11g, SQL Developer and UNIX scripts.
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Strong knowledge on Data Warehousing, DB Configuration and DB connectivity.
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Experience in creating detailed level documents from high level design documents.
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Experience in developing mappings to map source systems to the Data Warehouse model through various transformations.
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Developed test plans based on requirements documentation, perform database queries to identify test data, and create test procedures and test cases with expected results.
Systems Engineer, Infosys Technologies Ltd (March 2011 to June 2013)
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Developing and modifying changes in mappings according to business logic
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Creating Unit Test Plans and executing the test cases
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Involved in preparing Mapping specifications documents
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Implemented slowly changing dimensions Type-I and Type-II
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Involved in code development and reviewing the code developed by peers
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Involved in Performance Tuning of mappings
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Involved in Regression Testing of mappings
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Technical Skills
Programming: Python, Matlab, R-Programming, PySpark
Data science & Visualization Tools: RapidMiner, Weka, QlikView, Qlik Sense, Tableau
Database: MySQL, SQL server, Cassandra
Development Tools: Anaconda, PyCharm, Git, Domino Data Lab
Operating System: Windows, Linux, Mac