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Elina
Gilmanova
Software Engineer
Amazon
Elina is a Senior Software Engineer with over 8 years of experience in backend engineering, machine learning, and AI. Her career spans a diverse range of impactful projects - from advancing computer vision applications and developing voice assistants to contributing to cutting-edge cancer detection research. For the past five years, she has been with Amazon, where she plays a key role in building robust machine learning infrastructure to support large-scale forecasting models for the company’s global transportation network. Elina brings a unique blend of deep technical expertise and a strong track record of driving real-world AI innovations that scale.
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02 December 2025 12:00 - 12:30
Panel | Building faster, more efficient agents - accelerating adoption across the enterprise
If your agents can’t keep up, your adoption roadmap stalls. From latency spikes to scaling limits, performance bottlenecks can quickly turn promising prototypes into costly failures. In this panel, engineering leaders unpack the technical strategies for squeezing every drop of efficiency out of autonomous agents and show how speed gains directly translate into wider enterprise adoption and operational value. Expect practical insights on building for real-time decision-making, optimizing resource allocation, and integrating seamlessly across complex enterprise environments. Key takeaways: → Techniques for reducing latency and improving real-time responsiveness. → Optimizing resource allocation without compromising agent performance. → Architectures that scale efficiently across diverse workloads. → How performance improvements accelerate enterprise adoption.