Product Data Scientist

• Aug 2019 - Present

Data Science Intern

• Jun 2018 - Aug 2018

- Developed POC of whether behavioural biometrics should be integrated into the company's primary fraud detection platform. - Ideated and implemented numerous features from noisy in-session mouse and keyboard data. (Python, Pandas) - Used my knowledge of machine learning to develop a regularised random forest binary classifier (genuine vs fraudulent session) in scikit-learn - so that promising features may be identified. - Once achieving promising performance measures, prepared and presented a report detailing statistical analysis of each promising feature on the dataset. (Matplotlib, numpy, seaborn) Show less

Extreme Blue Technical Intern

• Jun 2017 - Sep 2017

- Worked with four other interns to liaise with Costain (an engineering consultancy firm), and successfully develop a POC demonstrating the value of augmented reality (AR) in the water sector. - Utilised the AR functionality of the Microsoft Hololens with Texas Instrument sensors to implement live sensor data readings, personalised UI layouts and video-call functionality within the application. (C#, Node-red, MQTT) - Created an effective POC through asking for regular feedback from end-consumer, working in an Agile methodology, and presenting weekly to stakeholders. Show less

Back-end Developer Intern

• Jun 2016 - Aug 2016

- Successfully reduced the average time taken to scrape business data (opening hours, address etc.) on small business websites from around 3 minutes (manually) to less than 2 seconds by creating a web-scraping bot. (Python) - Implemented bot in production level system and, in the process, learned how to effectively unit-test using Pytest. - Collaborated with three other interns in developing new internal tools for the operations team, so that several formatting and data correction tasks could be automated. - Developed Python programs and APIs that had to work with existing systems (such as the company's GoogleAppEngine platform) but also created new stand-alone modules for the back-end. - Became experienced in using GIT version control software. Show less

Electrical Engineering Intern

• Aug 2014 - Aug 2014

- Whilst evaluating HV power cables provided by various manufacturers, I learned how to read electrical design specifications and technical drawings. - Learned about the dynamics between consultant, contractor and client when partaking in the evaluation of a 132kV substation under construction. - Whilst evaluating HV power cables provided by various manufacturers, I learned how to read electrical design specifications and technical drawings. - Learned about the dynamics between consultant, contractor and client when partaking in the evaluation of a 132kV substation under construction.

Electrical and Power Systems Engineering Intern

• Jul 2014 - Jul 2014

- Acquired stronger communication skills from spending time in the customer support department. - Improved my technical understanding of power equipment whilst being involved in their production. - Acquired stronger communication skills from spending time in the customer support department. - Improved my technical understanding of power equipment whilst being involved in their production.