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Hi there, welcome to my GitHub profile 👋

This is where I like to store my personal projects, document learnings and bookmark interesting open source projects.

💼 - I currently work at Accenture, where I focus on projects related to data science & machine learning.

👨‍💻 - The tooling, languages and frameworks that I predominantly use these days include: Python, SQL, Azure, AWS, Spark, PyTorch, scikit-learn and Hugging Face.

📍 - Based in London, UK 🇬🇧

📚 - Currently learning more about Generative AI and Algorithm Design.

george-williamson's Projects

binary-search-tree-latex-graphing icon binary-search-tree-latex-graphing

Java program that produces runnable LaTeX code to visualise an explicit or random Binary Search Tree based on varied inputs. The graphing is done using the LaTeX tikz package.

cord-topicmodelling icon cord-topicmodelling

Here is an example of using Latent Dirichlet Analysis to build a topic model on the CORD dataset.

fantasy-premier-league icon fantasy-premier-league

Creates a .csv file of all players in the English Player League with their respective team and total fantasy points

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

java-projects-lse icon java-projects-lse

Some code I worked on as part of my Algorithms & Computation course at LSE.

msc-dissertation icon msc-dissertation

MSc dissertation that focuses on various machine learning techniques and their usage in the game of Fantasy Premier League (FPL). It provides a brief introduction to reinforcement learning and also looks at football match prediction models, namely the Dixon-Coles model.

neetcode-150 icon neetcode-150

These are my solutions to the NeetCode 150 in Python. I am using this list to check/revise my understanding of data structures and algorithms.

pomcp icon pomcp

Implementation of Partially Observable Monte Carlo Planning Algorithm

pomodoro icon pomodoro

A python script that displays a Pomodoro Technique timer in the command line interface.

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