Position: Data Analyst
Category: Data Science
English level: upper
Years of experience: 1.5


I recently worked on a predictive model on a country's electricity dataset using linear regression and deployed it through Flask Api to Amazon EC2 instance.
This model predicts the amount of shed load fall that the country would experience in few years to come. 
To achieve this, I utilised pandas, numpy, linear regression and matplotlib libraries in python. 

At the the end, the model accuracy was optimised with random forests which even scaled over 71% MSE.