Department for International Trade, UK GovSeptember 2016 - April 2018
Data Architect & Lead Data Scientist Data platform & algorithm design & implementation (Python, Postgres, AWS, Openshift, Kubernetes, Docker) Neural Network based predictive analysis, time series forecasting (SKLearn) . Interdepartmental strategy development for financial and KPI evaluation and planning. High performance algorithm for automated matching and merging millions of rows of disparate and unstructured datasets (Python) Design of container architecture to maximise security, flexibility & team development efficiency. Data protection practice developed with Information Security team.
Design and development of automated store ordering system (Python, Numpy, Pandas, SciPy, Sklearn, Statsmodels). Customer demand forecasting and optimisation of supply chain operations. Design of scalable and adaptable supply chain system; 20 million stocking points processed daily. Fully optimised automated driver scheduling system (Linear Programming, Python PuLP). Optimised labour subject to numerous constraints such as driver contracts and forecast demand.
Consulted clients on data analysis and revenue optimisation. Designed predictive models for analysing customer behaviour (Markov Chain Monte Carlo Simulations) Devised algorithms for categorisation of web data using various computational methods. Consulted on search algorithms and machine learning.
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