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Information Technology
Develop and evaluate machine learning, embedding, and LLM-based methods for large-scale entity resolution. Improve matching of complex business records using scoring, ranking, NLP, classification, clustering, and similarity techniques. Define benchmarks, metrics, experiments, and error analyses to measure quality improvements. Partner with engineering teams to productionize successful models while balancing accuracy, scalability, cost, latency, and explainability.



