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About Me

Hi, I am a Data Scientist, regular writer for the Towards Data Science blog on medium.com and an experienced conference speaker.

My technical skills include:

  • Python for data science (Numpy, Pandas, Scikit-learn, Keras).
  • Python for data engineering (Apache Airflow, Object Oriented Programming, Github).
  • SQL – Google BigQuery, AWS.
  • Google Cloud Platform.
  • Looker.

EXPERIENCE

WRITER, TOWARDS DATA SCIENCE

APRIL 2019 – PRESENT

– Writing data science articles and tutorials for one of the most followed data science publications on medium.com. My articles generate +100k average monthly views on my personal account and I have over 6k followers. I am a top writer in both Artificial Intelligence and Technology tags.

DATA SCIENTIST, HOLIDAY EXTRAS

MARCH 2019 – PRESENT

– Led the development of a deployment solution (Google Cloud, Python, Microservice architecture) for the first machine learning models in operation in the business. 
– Delivered the first deployed recommendation engines (classification and collaborative filtering based) used for tailoring customer product display in the mobile app.

ASSOCIATE DATA SCIENTIST, HOLIDAY EXTRAS

NOVEMBER 2017 – MARCH 2019

– Developed customer RFM segmentation models in Python and SQL for marketing purposes.
– Developed scikit-learn classification models (KMeans clustering and decision tree based) to enhance the conversion rates in web booking flows.

SENIOR DATA ANALYST, HOLIDAY EXTRAS

2014 – 2017

– Led the development of a standardised self-service split test reporting suite via Looker and SQL ETL processes substantially increasing the validity of tests and reducing hours spent on reporting by the analytics teams. 
– Delivered full product analytics (Excel, Python, SQL) support to the mobile development team.