Ashish Agrawal
Head of Architecture & DevOps , BCS Technosoft Pvt. Ltd.
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Ashish is a seasoned Architect and DevOps leader with 12+ years of success in building high-performance teams and delivering transformative solutions specially in field of DevOps Culture , CloudNative and AI . Fuelled by a passion for Technology , Ashish fosters excellence and innovation, guiding the next generation of tech professionals in field of CloudNative , Artificial Intelligence and DevOps.
SmartImport: Next-Level Python Module Loading for Cloud-Native Workflows
Python’s default import system can be a bottleneck in distributed, containerized, and microservices-based environments. Smart Adaptive Import orchestrates modules on-demand—deciding whether to load them locally, offload to subprocesses, or deploy in dedicated Kubernetes pods—based on real-time metrics, security constraints, and workflow demands. This talk reveals how Smart Import streamlines resource usage, cuts memory overhead, and boosts performance in cloud-native architectures. We’ll explore integrating with Kubernetes scheduling, isolating specialized libraries for GPU-bound tasks. Attendees will leave with actionable strategies to adopt a dynamic import layer, transforming Python projects into more scalable, efficient, and secure cloud-native services.
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