Data is an exact thumbprint of the world's behaviour and psychology at any given moment.
With data, I get to know what the world is thinking and feeling and what it will do next.
I used some fancy maths and Google trends to uncover relationships between people's online searches and their economy. I found out that U.S. states with higher rates of infant mortality Google for bad credit, loans, and information on sexually transmitted diseases.
I wrote a paper about it.
I wanted to know if we can quantify aspects of academic writing that correlate with how a paper is received. I found out that scientific papers with shorter titles recieve more citations.
I wrote a paper about it. It made the front page of Reddit for a day. It was featured in:
Analysing huge amounts of Google data is hard when you have to download it by hand.
I made a Python library to download Google data that’s protected by a login.
I co-hosted a 2015 Christmas Lecture at the University of Warwick. The show was about robotics, and all the different parts that make a functioning robot, as well as the roles these robots now play in society. We had audience members on the stage to help us demonstrate how programming works, how artificial intelligence works and how we make robots look friendly. We had a huge array of robots on the stage, but the highlight was a small humanoid robot called Nao who walked onto the stage and delighted the audience.
Airtasker helps you to realise the full value of your skills.
I’m responsible for building the machine learning pipeline and algorithms at Airtasker.
I’ve built systems to automate platform moderation, deal with task categorisation, recommend tasks to users and am currently working on pricing models that allow us to optimise our pricing to perfection.
I’ve build models of our underlying business using advanced statistical techniques that allow us to project the business into the future and understand where we need to focus our efforts.
When you’re learning maths, Mathspace is the right help at the right time.
I organised the company’s data and built tools to help them understand their data and create more value for their customers and the company.
I developed the next generation of adaptive learning algorithms to further automate the learning experience. Kids are now learning independently.
I used online data such as Google search logs to predict real world behaviour like future stock prices. Highlights include:
- Engineered various web tools in for business stakeholders to analyse large datasets.-Lead the development or had a hand in developing any software that was used outside of our team.
- Created a multitude of data visualisations and infographics to showcase my own work and the work of the team.
I developed a rigorous mathematical framework for traditional methods of trading. I used statistical analysis to dissect and understand how the methods generated profits.