I create data products and content to deliver insights on energy and the environment.

Coding Projects

climateDebunkers

  • Description: A lightweight language model classifying quotes into eight different categories.
  • Tools Used: NLPAug, DistilBERT, Optuna
  • GitHub Repo: CimateDebunk

pvpmSimulator

  • Description: A web app providing real-time and customizable simulation that calculates the solar energy potential loss caused by PM2.5.
  • Tools Used: Streamlit, pvlib-python, AirNow.gov API
  • Web App: pvpmSimulator (use Chrome)

salmonSavers

  • Description: A pipeline predicting salmon outmigration timing to optimize fieldwork timing for salmon survival analysis.
  • Tools Used: PL/Python, PL/SQL, XGBoost
  • GitHub Repo: Bottlenecks to Survival

solarSavers

  • Description: A dashboard assisting Canadian homeowners to choose the optimal panel by calculating energy and financial savings at a given location.
  • Tools Used: GeoPy, GeoPandas, Dash
  • GitHub Repo: Solar Savers
  • Dashboard: Solar Savers

Writing Projects

Energy in the News