Resume
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Machine learning generalist with 10+ years of experience in predictive (supervised and unsupervised) modeling, recommender systems, personalization, deep learning, reinforcement learning, NLP, anomaly detection, causal infer- ence, and A/B testing. Experience with Transformers and LLM fine-tuning for supervised learning. Deployed several end-to-end customer and internal-facing machine learning solutions. Tech lead working with diverse cross-functional stakeholders and mentoring several junior data and machine learning scientists. Publications in top applied machine learning science outlets (KDD, WWW, WSDM, Management Science, ISR, POMS, MISQ, Plos One).
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