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AI Systems Engineer

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Speech-to-textRAGFastAPIMCP tool-callingA2A protocolReActasync/awaitLambdaAWSDynamoDBsklearnStep FunctionsPythonSageMakerDeep LearningQLoraDockerLLM agentsPyTorchPeftPostgreSQL

Description

Recent CS grad building AI systems from the ground up. Built a multi-agent system that optimizes CUDA kernels using real NVIDIA Nsight Compute profiling data fed into LLM prompts (1.08x–1.31x speedup on KernelBench Level 1, 0% compile failure). Also built an autonomous AI agent platform (Repliq) that converts screen recordings with voice into executable workflows using ReAct loops, tool-calling, and zero-trust sandboxed execution, shipped it to salesforce employee for automating redundant task in salesforce. Looking for AI/ML engineering roles — happy to talk about either project in depth.