Machine Learning · Causal Inference · Generative AI
Building production ML systems across experimentation, personalization, and LLM applications.
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Causal Inference & Experimentation A/B testing, uplift modeling, heterogeneous treatment effects, and observational causal inference. |
Ranking & Personalization Contextual bandits, recommendation, ranking, and optimization under business constraints. |
LLM & ML Systems RAG, retrieval, evaluation, orchestration, model monitoring, and production ML pipelines. |