Sahil Kuwadia

About Sahil Kuwadia

Currently contributing to Azure Container Services at Microsoft by designing and…

Experience

1. Software Engineer

   Microsoft

   Feb 2025 — Present · Reston, VA, US

   Azure Container Services Research & Development• Designed VM CPU update flows for System-on-Chip (SoC) transition to modernize Azure’s virtualization infrastructure by implementing distributed state synchronization in Rust and C++, achieving 35% reduction in update latency across VM lifecycle operations• Implemented NUMA-aware memory allocators for distributed VM components to optimize cache locality and reduce cross-socket traffic by building custom arena allocators in Rust, improving memory access latency by 45%• Developed software-based CPU topology discovery system to optimize VM placement on heterogeneous SoC architectures by implementing core enumeration algorithms that detect hyperthreading, P/E core configurations, and cache hierarchies, enabling intelligent VM boot policies that improve performance by 30%• Co-led development of CLIO (Cognitive Loop via In-Situ Optimization) memory exploration to advance AI reasoning capabilities by architecting a multi-tier GraphRAG memory system with temporal recall, achieving measurable improvements in LLM evaluation scores• Mentored interns to develop intelligent graph query routing system to optimize memory retrieval by implementing convergence detection algorithms (similar to SGD optimization) that compare ground truth iterations, resulting in performance improvements

Education

• Penn State University

  Bachelor of Science - BS, Computer Science

  2021