PhD CS Dartmouth College | MS Information Science University of Michigan'26 | Machine Learning, LLMs, NLP, AI Researcher
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University of Michigan, Ann Arbor
- New York / California/ Seattle/ Chicago/ Michigan/ Boston/ New Hampshire
- in/alinafaisal
Highlights
- Pro
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Validation-of-LLMs-for-the-Accurate-Identification-of-Clinical-Sepsis-Cases
Validation-of-LLMs-for-the-Accurate-Identification-of-Clinical-Sepsis-Cases PublicAnalysis of a three-agent LLM pipeline developed to retrospectively identify sepsis cases from electronic health records (EHR) at University of Michigan, Michigan Medicine.
Python
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Tweet_Physical_Activity_Classifier
Tweet_Physical_Activity_Classifier PublicTweet classifier for physical activity detection. Fine-tuned Twitter-RoBERTa achieving 0.854 F1 (Rank #3 on Kaggle leaderboard). Built using TF-IDF baselines, Grid Search tuning, SMOTE imbalance ha…
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