Personal Information
Organization / Workplace
London, United Kingdom United Kingdom
Occupation
Data Scientist at Farfetch
Industry
Technology / Software / Internet
About
Data Scientist with 4+ years of experience solving a wide array of problems -- including real-time bidding optimisation, customer segmentation, incrementality testing, forecasting, and marketing mix optimisation. Hands-on programming experience in Python, R and SQL. Active contributor to the pandas data analysis library for Python.
Specialities:
● Data mining (Hive, Impala, Spark, T-SQL, PostgreSQL, MySQL)
● Predictive modelling (including GLM and GAM)
● Bayesian modelling with Markov Chain Monte Carlo (MCMC)
● Bayesian Multilevel/Hierarchical modelling
● Time series analysis (including ARMA, ARIMA and GARCH)
● Frequentist and Bayesian A/B Testing frameworks
● Customer segmentation and ...
- Presentations
- Documents
- Infographics
An Introduction to Multilevel Regression Modeling for Prediction
NYC Predictive Analytics
•
13 years ago