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ram.mehta.1899@gmail.com

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Evaluating Multi-Node LLM Inference Orchestration Topologies at Scale
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Evaluating Multi-Node LLM Inference Orchestration Topologies at Scale

#llm #infrastructure #gpu #orchestration
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Managing Cache Expiration Without CPU Spikes: Designing Adaptive TTL Reapers
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Managing Cache Expiration Without CPU Spikes: Designing Adaptive TTL Reapers

#caching #systemdesign #performance #redis
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Designing Asynchronous Agent Runtimes: Stateful Queues and Decoupled Execution
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Designing Asynchronous Agent Runtimes: Stateful Queues and Decoupled Execution

#platformengineering #agenticworkflows #langgraph #architecture
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Bridging Distributed Systems Theory and Production Platform Engineering
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Bridging Distributed Systems Theory and Production Platform Engineering

#distributedsystems #platformengineering #raft #crdt
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Evaluating Speculative Decoding in vLLM on AMD MI300X GPUs
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Evaluating Speculative Decoding in vLLM on AMD MI300X GPUs

#vllm #amd #mi300x #rocm
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Hide or Reduce: Why Modularity Abstractions Break Distributed Systems
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Hide or Reduce: Why Modularity Abstractions Break Distributed Systems

#distributedsystems #systemdesign #architecture #concurrency
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Scheduling Agents Like Processes: Distributed System Patterns for AI Fleets
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Scheduling Agents Like Processes: Distributed System Patterns for AI Fleets

#platformengineering #distributedsystems #ai #architecture
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Evaluating AST-Aware Semantic Diffing for Code Review at Scale
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Evaluating AST-Aware Semantic Diffing for Code Review at Scale

#platformengineering #codereview #ast #diffing
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Designing Tool-Scoped Subagents to Prevent Context Bloat in Agent Runtimes
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Designing Tool-Scoped Subagents to Prevent Context Bloat in Agent Runtimes

#platformengineering #agenticworkflows #llm #langgraph
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Evaluating Multi-Node LLM Orchestrators: Exo, GPUStack, and LocalAI
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Evaluating Multi-Node LLM Orchestrators: Exo, GPUStack, and LocalAI

#llm #platformengineering #infrastructure #gpu
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Interactive Architecture Models: Visualizing Distributed System Tradeoffs
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Interactive Architecture Models: Visualizing Distributed System Tradeoffs

#systemdesign #distributedsystems #architecture #platformengineering
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