A collection of data science, machine learning, and visualization projects. Filter by methodology to find what interests you.
FeaturedProvably fair particle swarm optimization for federated learning coalition selection with convergence guarantees and differential privacy.
FeaturedAI-powered TCCC decision-support system with verified medical coding and multi-modal input for edge deployment.
SVM kernel tuning for malignancy prediction across 565 clinical cases, achieving 0.997 AUC.
ML pipeline comparing Neural Networks, Random Forest, and XGBoost with CNN-based chest X-ray classification.
CNN classifier on 5,863 chest X-ray images achieving F1 score of 0.92 for pneumonia detection.
FeaturedEnterprise analytics dashboard built with SQL and Power BI using Microsoft AdventureWorks2022 data.
Interactive Streamlit voting app for the STEM Summit at a medical college with real-time data visualizations.
Attention-gated neural-symbolic fusion with GNN propagation and causal remediation for network threat detection.
Temporal GAT with contrastive self-supervised learning for supply chain anomaly detection and hierarchical graph pooling.
ML classification of student academic outcomes using data from Portugal's SATDAP program.
Analysis of NYC Performance Consortium schools vs. other public high schools across graduation metrics.