The need to accurately predict the future is fundamental to survival. Biological bodies are built to process signals, predict potential outcomes, and act to optimize survival.
As signals become more abstract, human beings have developed increasingly complex methods to predict the future. Over the past decade, I have the opportunity to utilize some of these methods, from ‘classic’ linear regression, to time series analysis, to machine learning, to artificial intelligence.
Finding a good predictive model can be a risky endeavor at times. Data might be dirty. A new model may need lots of tuning before it can outperform an old one. Maybe the trend that we try really hard to find really does not exist. The art of predictive modeling comes with experience and domain knowledge of the subject matter.
I have worked on predictive modeling in diverse domains, such as particle physics, finance, inventory forecasting. My expertise and professional network have experience in cutting edge modeling technologies, and will help address your need!
Feel free to reach out!