Candidate profile
Senior ML Research Engineer
XGboostBigQueryCopilotnumpylangfusegitGitHub Actions (CI/CD)JavaJupyterGoogle Cloud PlatformVertex AIsklearnVertex Pipelines (Kubeflow)Google GenAI SDKHuggingFaceMLFlowPythontransformersFAISSPyTorch LightningDockerGoogle Agent Development KitPyTorchscipypandas
Description
Senior ML Research Engineer, expert in designing, scaling, evaluating, and deploying state-of-the-art multimodal transformer models for embeddings-based retrieval. Translates academic research into high-performance production infrastructure, delivering A/B-validated models for high-scale e-commerce environments. Orchestrates distributed multi-GPU training with LLM-driven synthetic data pipelines. Optimizes complex RAG and tool-use environments for agentic AI systems. Diverse domain expertise spanning clinical decision support systems in healthcare to ML-aided anomaly detection and log analytics. Published NLP researcher (including research on CX automation) with a rigorous background in theoretical physics.