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Staff AI/ML Engineering Manager

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FastAPIKafkaTypeScriptKubernetesJavaLLM orchestration (Ollama/Llama 3)RAG architecturesSparkMLflowPythonBentoMLOpenSearchTerraformAWS (Lambda, ECS, S3, Step Functions)PyTorchPostgreSQL

Description

I build production AI systems in regulated financial environments. Previous: 60M+ ML classification system and high-throughput data pipelines at an auto lender. Managed engineering teams up to 10 and directed 35 developers through a CoE model. Recently shipped a KYB and a tiered fraud detection pipeline with ML model serving.