Selected work
Projects
Featured
Crop Embedding Toolkit
A research toolkit for training and evaluating environmental embeddings used in crop performance prediction, with reproducible experiment configs.
Python / PyTorch / Pandas / scikit-learn
Featured
Environmental Data Pipeline
An ETL pipeline that ingests, cleans, and aligns multi-source environmental and yield data into analysis-ready datasets.
Python / DuckDB / Polars / Airflow
Project
Model Results Dashboard
A lightweight web dashboard for visualizing model metrics, predictions, and embedding spaces during research iterations.
React / TypeScript / Vite / Tailwind CSS
Project
Experiment Tracker CLI
A small command-line tool to log, compare, and reproduce ML experiments with deterministic seeds and config snapshots.
Python / Typer / SQLite