Data Science Projects

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Some poem:

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Projects

All project code is hosted on Kaggle.

Critical Mineral Presence/Absence Prediction Geodata Processing & XGBoost

Proccessed raw geochemical soil data using geopandas and classified using xgboost.

Kaggle

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Income Classification MLP (*All code starts at ‘Submission’)

Kaggle

Most widow earns less than $50k/year.

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Wheat Price Shock Forecast during Russian-Ukraine War

Kaggle

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GeoML: EuroSAT Land Cover Classification using CNN

Kaggle

Grid search experiments for runtime v.s. accuracy trade-off.

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Pulling & Visualizing Wealth & Poverty Data

Kaggle

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Collaborative Filtering for Agricultural Commodities

Kaggle

Recommending crops for African countries.

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Predicting Wealth & Poverty with SatCLIP

Kaggle

Satellite embeddings as input features.

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Autoencoders for Climate Embeddings

Kaggle

Explore climate embeddings: finding future locations (purple) with similar climate to current location (green blue).