Incoming Rales Fellow and Ph.D. student in Societal Computing and Engineering & Public Policy at Carnegie Mellon University. M.S. & B.S. in Data Science from UC San Diego.
🌐 Website (johndriscoll.me) • 🎓 Google Scholar • 💼 LinkedIn • ✉️ Email
- XAI-Sanity-Checks-and-Understanding-LIME — Reproducing and evaluating explainability (XAI) sanity checks and LIME stability under perturbations.
- Topic-Modeling_NMF-vs-BERTopic — Comparative benchmark of classical vs. transformer-based topic models on real-world text.
- Predicting_NYPD_Response_Times — End-to-end ML pipeline predicting emergency response times using municipal 911 data.
- Analyzing_San_Diego_Potholes — Spatial analysis and equity evaluation of municipal 311 infrastructure requests.
- Global_Art_Exploration_and_Analysis — Graph analysis and data engineering using Neo4j, PostgreSQL, and Redis.
- Hybrid_Graph-Based_Content_Filtering — Recommender system exploring hybrid graph and content-based filtering.