sumanth tatineni

University of Chicago Booth School of Business, Evening MBA, Graduate Student

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Sumanth Tatineni is a driven and accomplished professional, currently pursuing an MBA degree at the prestigious Chicago Booth School of Business. With a strong background in technology and a keen interest in business strategy, he represent a powerful intersection of skills and expertise.
As a seasoned DevOps engineer with a proven track record, Sumanth tatineni has excelled in the fast-paced world of technology. Sumanth tatineni have successfully led and contributed to high-impact DevOps initiatives, harnessing automation, cloud computing, and cutting-edge tools to optimize software development and deployment processes.
At Chicago Booth, sumanth tatineni is dedicated to expanding his knowledge in strategic management, entrepreneurship, and innovation. An active participant in the vibrant academic community, engaging in rigorous coursework and meaningful discussions that challenge conventional thinking and encourage innovative solutions to complex business challenges.
With a commitment to bridging the gap between technology and business, sumanth tatineni leverages his DevOps expertise to drive data-informed decision-making and cultivate a culture of continuous improvement within organizations. He bring a unique perspective to the MBA program, fostering an environment where technology and business acumen are seamlessly integrated.
Sumanth tatineni is a passionate advocate for lifelong learning, networking, and professional growth. As a member of various industry groups and regularly attend tech conferences to stay at the forefront of developments in DevOps and emerging technologies.
Outside of hisacademic and professional pursuits, sumanth tatineni enjoys playing tennis, cricket and is an active contributor to community initiatives, giving back through mentorship and volunteer work.
Connect with https://www.linkedin.com/in/sumanth-tatineni-b5b119149 on LinkedIn or reach out via email at [email protected] to explore collaborative opportunities at the intersection of technology, business, and innovation.

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Customer Authentication in Mobile Banking-MLOps Practices and AI-Driven Biometric Authentication Systems

Journal of Economics & Management Research, Dec 30, 2022

The intersection of customer demands, security, and innovative services in the diverse mobile ban... more The intersection of customer demands, security, and innovative services in the diverse mobile banking space calls for continuous adaptation by financial institutions. Small challenges such as on-demand customization and scalability are addressed through merging technologies, which is important for smaller institutions undergoing IT modernization. Despite the slow pace of ML adoption in banking, those leveraging ML experience increased their success in this competitive landscape. This article looks at the role of MLOps in overcoming challenges posed by evolving data volumes and complexities in deploying and developing ML models within financial institutions. As online banking authentication holds an important role in securing financial transactions, a historical overview of authentication methods, from biometrics to tokens, creates a chance to delve into the transformative potential of AI-driven biometric authentication. With the increase in mobile banking fraud, the need to safeguard sensitive customer data is met with radical technology. The article examines the varied authentication methods employed in online banking applications and depicts the potential of biometrics, majorly behavioral biometrics, to improve security and user experience. The rise of online mobile banking systems introduces both convenience and security concerns, thus prompting a closer look at the adoption of biometrics to mitigate fraud risks and improve the seamless authentication process throughout the user session. Customers increasingly demand quick and easy mobile payments, so biometrics has become a key fraud prevention and detection solution. By running in the background and eliminating setup authentication and risk-based authentication, behavioral biometrics significantly reduces fraud, thus addressing the limitations of traditional authentication methods like email verification and passwords. The article navigates the evolving mobile banking security space, highlighting the important role of MLOps and the potential of AI-driven biometric authentication in meeting the dual objectives of improving customer experience and strengthening severity protocols.

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