InsightOS — ML & Causal Analysis Platform
Multipage FastAPI app automating dataset exploration with SHAP explainability, causal inference, and executive summaries to support faster data-driven decisions.
- Python
- FastAPI
- SHAP
- ML
Projects
A selection of things I've built.
Toxic Comment Classifier — NLP
Multi-label NLP classification on the Kaggle Jigsaw dataset using logistic regression, SVM, Bi-LSTM, and CNN models with exploration of BERT transformers.
- Python
- NLP
- PyTorch
- BERT
Spotify Analytics Suite
Two-part project exploring music data: a popularity predictor using audio features across linear regression, ridge, GAMs, and XGBoost; and a deeper exploration pipeline analyzing trends across genres, artists, and audio characteristics.
- R
- XGBoost
- GAM
- Data Viz
Unix Shell & Memory Simulator — C
Built a Unix shell and multi-stage memory simulator implementing process control, heap allocation, DRAM timing, and LRU cache in C.
- C
- Systems
- OS
USD Baseball Analytics
R/ShinyApp web app to analyze and display pitching data across 40+ D1 games using Trackman, Rapsodo, and TruMedia.
- R
- ShinyApp
- Sports Analytics
TAM Forecast Automation — Cisco
Automated pipeline using TypeScript to detect, compare, and export forecast Excel files from SharePoint into Tableau-connected sheets.
- TypeScript
- Tableau
- Automation
Consult For America — Capital One
Finance analysis using Bloomberg Terminal identifying AI opportunities and strategic risks for Capital One in a national case competition.
- Bloomberg
- Finance
- Strategy