Ran Kremer

Data science expert. 7 years of experience managing data science teams and ML projects in the industry of online advertising focusing on user behavior predictions.
Founder of an algo-trade company that trades in the stock market following time series forecasting methods and statistical models.
Experienced in both time-series/ML research, and production implementation using cloud platforms solutions such as Amazon AWS and Microsoft Azure.
Currently working on a Master’s of data science degree and research at Bar Ilan University, Israel.

Using Kalman Filter to Predict Coronavirus Spread
  • Kalman filter online algorithm.
  • Implementation of the algorithm to predict the worldwide spread of COVID-19 (Python, R).
  • Produce accurate short-term predictions.
  • Estimate longer period predictions of confirmed, death and recovered cases.
  • Adapting predictions and use them to improve plans and decision making.