Electricity_Demand_Forecasting

Built a machine learning model that forecasts hourly electricity demand using five years of smart grid data. Demonstrates expertise in time-series forecasting, feature engineering, XGBoost, and predictive analytics.

Tech Stack: Python • XGBoost • Pandas • Scikit-learn • Matplotlib 

The Chart shows the Next 24hrs electricity demand and the top 10 feautre on the machibng learning alograthm

Serving as a Data Scientist, I worked with data gotten from kaggle (2020 to 2024). I cleaned, Developed and train model using 2020 to 2023 data. While 2024 data was used to test and evaluate the model.