LEANDER, TEXAS, UNITED STATES, June 25, 2024 /EINPresswire.com/ — Sravan Kumar Pala, a distinguished data analyst and SAS programmer has introduced two critical research papers that offer fresh perspectives on artificial intelligence and predictive analytics. Published by ERPublications, these research papers explore the implementation of artificial intelligence in enhancing network security and using predictive analytics to manage risks in financial markets.
The first paper, titled “Study to Develop AI Models for Early Detection of Network Vulnerabilities,” takes a high-tech approach to cybersecurity by suggesting AI models that may detect and fix potential risks to networks before they become serious. In order to improve network security infrastructure and maybe lessen the frequency and severity of cyber assaults, this article proposes ways to combine AI with conventional security measures.
The second paper is titled “Role and Importance of Predictive Analytics in Financial Market Risk Assessment.” The study is about how predictive analytics has progressed from simple statistical models to more sophisticated ones that use machine learning. Pala takes a look at how these technologies assess economic factors and past market data to predict how markets will behave and spot possible financial dangers. Also covered extensively are difficulties like guaranteeing data quality, keeping models transparent, and complying with regulations. According to Pala, the accuracy and dependability of models should be maintained through comprehensive validation processes and continuous recalibration.
Sravan’s career spans significant roles where he has utilized SQL and PL/SQL for large dataset analysis, particularly focusing on healthcare claims and HEDIS reporting. His extensive data management and analysis background, including extracting, normalizing, and loading data into databases, has established him as a leader in transforming healthcare data management practices.
These publications underscore Sravan’s commitment to enhancing technological and analytical methods across various sectors. Both papers contribute to academic and practical advancements in their respective fields and solidify his stature as a pivotal figure in data analytics and cybersecurity.
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Sravan Kumar Pala
Highmark Health
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