Mohamed Shehata

Energy & Data Analytics Portfolio

Natural Gas Price
Prediction in Germany

1

Timeseries analysis to forecast natural gas prices for non-household consumers in Germany for 2024-2025
utilizing machine learning modeling.

National Hydrogen
Strategy - Germany 2030

2

Economic analysis to compare levelized cost of hydrogen (LCOH), CO2 emissions, and carbon tax between Methane-Steam Reforming and Water Electrolysis processes.

Inspecting Electric Vehicle Charging Trends

As the EV market continues to grow, analyzing trends in charging facilities and sales is crucial for strategic planning.

Tesla Stock Price Prediction using Facebook Prophet Model

Prediction model to forecast the stock price (USD) of Tesla 30 days into the future.

Customers Segmentation Using
K-Means Clustering

Design a loyalty program for the TravelTide app that offers personalized perks based on customer segmentation to enhance engagement and retention.