Portland, OR

Fred Pearce

Advanced
@frederick-douglas-pearce

Data Scientist, Earth Researcher, and life-long learner. I love digging in to datasets, figuring out what insights can be gained, and communicating results!

www.linkedin.com/in/frederick-douglas-pearce/

sportswear-esg-news-classifier. End-to-end, production ML pipeline (Cloud Run + CI/CD) that classifies ESG news for 50+ sportswear brands using an LLM-as-judge, with ML pre-filters and a daily-updated scorecard.

3

e-commerce-fraud-detection. Real-time e-commerce fraud detection: 30 engineered features, an optimized XGBoost classifier, and SHAP explainability tuned to minimize false positives.

1

predict-housing-prices. Predict housing prices by applying regression kriging to housing attributes, satellite images, etc.

1

agentfluent. Local-first agent analytics with prompt diagnostics

1
4
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