QLoRA Supervised Fine-Tuning for LLaMA-2
Fine-tuned LLaMA-2-7B-Chat using QLoRA on a single T4 GPU, achieving a 43% relative ROUGE-L improvement on long-form cover letter generation.
Projects
Structural Predictors of Chronic Absenteeism in NYC Schools
Identifying how socioeconomic and demographic factors drive chronic absenteeism in NYC public high schools using interpretable regression and ensemble models.
Who Returns to SYEP? Predictors of Youth Program Reapplication
Identifying what predicts young people returning to NYC’s Summer Youth Employment Program, using longitudinal administrative and survey data with cluster-robust logistic regression.