Beyond the Model: Engineering Trust, Scale & Speed in AI-Powered Systems

Data Science Salon Podcast

In this episode of the Data Science Salon Podcast, we sit down with Anusha Nerella, a seasoned technology leader and Senior Principal Software Engineer at State Street Corporation. With over a decade of experience across top-tier institutions like Barclaycard, Citibank, and USPTO, Anusha brings deep technical expertise in AI/ML automation, enterprise engineering, and scalable financial systems. In this conversation, Anusha shares her journey from software development to leading enterprise-scale AI initiatives, her work in high-frequency trading and automation frameworks, and her passion for mentoring and advancing the next generation of tech talent. Key Highlights: Engineering with Purpose: Anusha walks us through how she’s building intelligent, AI-powered automation frameworks to optimize performance and reliability in financial systems at scale. Bridging Code & Vision: A look at how her work integrates AI, DevOps, and big data architecture to deliver long-lasting, strategic impact within complex enterprise environments. Leading with Intention: Anusha discusses the role of mentorship, community involvement, and advocacy in shaping a more inclusive and innovative future in tech. The Future of AI Automation: Insight into where the industry is heading—from operationalizing machine learning to driving cross-industry transformation with intelligent systems. Whether you’re a technical founder, enterprise leader, or aspiring AI engineer, this episode offers a deep dive into how real-world AI systems are built, scaled, and delivered with precision and purpose. 🎧 Tune in to Episode 51 and get inspired by how Anusha is redefining enterprise innovation through applied AI and automation! Be sure to mark your calendars for DSS NYC on December 11, where we will focus on finance and banking—exploring the latest trends in AI and financial regulation. Join us to hear from experts on how AI is shaping the future of finance. https://www.datascience.salon/newyork/