Revolutionizing Financial Data Infrastructure: Real-Time Systems Architecture Leadership

Vamsi Krishna Koganti led a major financial institution’s data infrastructure overhaul, replacing legacy Oracle systems with a real-time Kafka-based streaming platform. The transformation reduced data lag from 12 hours to under a minute, improved fraud…


This content originally appeared on HackerNoon and was authored by Sanya Kapoor

Vamsi Krishna Koganti led a major financial institution’s data infrastructure overhaul, replacing legacy Oracle systems with a real-time Kafka-based streaming platform. The transformation reduced data lag from 12 hours to under a minute, improved fraud detection, enhanced reporting, and scaled to 150K records/sec, setting new benchmarks in fintech performance and security.


This content originally appeared on HackerNoon and was authored by Sanya Kapoor


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Sanya Kapoor | Sciencx (2025-07-22T15:42:44+00:00) Revolutionizing Financial Data Infrastructure: Real-Time Systems Architecture Leadership. Retrieved from https://www.scien.cx/2025/07/22/revolutionizing-financial-data-infrastructure-real-time-systems-architecture-leadership/

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" » Revolutionizing Financial Data Infrastructure: Real-Time Systems Architecture Leadership." Sanya Kapoor | Sciencx - Tuesday July 22, 2025, https://www.scien.cx/2025/07/22/revolutionizing-financial-data-infrastructure-real-time-systems-architecture-leadership/
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" » Revolutionizing Financial Data Infrastructure: Real-Time Systems Architecture Leadership." Sanya Kapoor | Sciencx - Accessed . https://www.scien.cx/2025/07/22/revolutionizing-financial-data-infrastructure-real-time-systems-architecture-leadership/
IEEE
" » Revolutionizing Financial Data Infrastructure: Real-Time Systems Architecture Leadership." Sanya Kapoor | Sciencx [Online]. Available: https://www.scien.cx/2025/07/22/revolutionizing-financial-data-infrastructure-real-time-systems-architecture-leadership/. [Accessed: ]
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