If you enjoyed reading my blog or need help with your next project, please get in touch!
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Services
Data Science, Analytics & Consulting
Do you have data, but not the expertise or time to get the right insights? Lets work together to extract the right conclusions.
I have experience working with retail, e-commerce, healthcare, logistics and startups.
Machine Learning
Bring your processes into the future by building and deploying the latest machine learning models.
My specialty is with, data that involves a time component – time series, signal processing, marketing mix models etc.
Get in touch to see if I am a fit for your project.
Education
I love teaching and mentoring!
Need coaching for you or your data team?
Need support setting up a data team for your company? Get in touch to see if I am a good fit,
Case Studies
Food Delivery Optimisation
For an international food delivery company, I built a Monte Carlo, Agent Based simulator to understand and optimise the delivery driver schedules. The company wanted to find ways to quickly minimize their cost base.
Backtesting Cryptocurrency Algorithms
In this project, I supported a financial client to back test and cross validate their crypto trading algorithms. We used standard time-slice forecasting on historic data to check the validity of the client’s models and intuition.
Statistical Modelling for Bat Conservation
Using data acquired by tracking bats in the UK, we were able to analyze their movement patterns and understand some of the potential drivers of their activity levels. For this project I used Bayesian Hierarchical Modelling techniques.
Finding Emotional Moments in Music using ML
For a music technology started, I supported in the development of a machine learning algorithm to find the most emotional moments in a song. Ultimately, the company wanted to use the technology as a training tool for songwriters.
Aaron Pickering 