Projects
500+ employees tracked · AI-powered summaries
Full-stack HR dashboard with compliance-risk views, employee lifecycle tracking, and AI-powered summaries. Architected around a real HR operations brief using Gemini and Claude APIs.
ReactTypeScriptClaude APIGeminiTailwindNetlify
Social Media Sentiment & Engagement Analytics
Statistical testing across content categories
NLP classification pipeline using VADER to classify post sentiment and quantify its effect on engagement metrics. Applied statistical testing to validate polarity-engagement relationships.
PythonNLTKVADERPandas
Education Equity & Test Score Analysis
R² = 0.628 · 3-predictor reduced model
Regression modeling and hypothesis testing on ACT/SAT outcomes from socioeconomic indicators across U.S. schools. Demonstrated feature selection and interpretability tradeoffs.
Scikit-learnStatsmodelsSeaborn
Disaster Impact & Federal Aid Prediction
Cross-source schema alignment · class imbalance
Feature engineering from merged FEMA declarations and Census demographic data to train a predictive model for aid allocation. Handled schema mismatches and class imbalance during preprocessing.
PandasScikit-learnPython