Alex Kneale

Hi, I'm Alex Kneale 👋

A Junior Software Developer based in the UK.

About Me

About Me

I am a recent MSc Computational Applied Mathematics graduate from the University of Edinburgh with a diverse technical skill set. I am always eager to tackle challenging problems and I have a passion for continuous learning and collaboration.

I have extensive experience working on Data Science, Software Development and Machine Learning (ML) projects, both in industry and in academia. At the moment I am training to be a software developer as part of _nology's tech consulting programme.

Technical Skills

I have accumulated experience in a wide variety of programming languages and frameworks over the years. These include:

python

Python

tensorflow

TensorFlow

pytorch

PyTorch

sql

PostgreSQL

csharp

C#

git

Git

html

HTML

scss

SCSS

js

JavaScript

My Projects

Full Stack Development

Mortgage Default Risk Classifier

Website that lets users interact with a ML mortgage default risk classification model. I developed ML model and full-stack development.

Website Github Repository
Front-end Development

Block Breaker Game

A space-themed block breaker game built with TypeScript, HTML5 Canvas, and SCSS. This game features animated explosions, multiple block types, levels, and retro-futuristic visuals.

Website Github Repository
Python

ML Regression Models for Dementia Risk

One of many group projects I worked on in my MSc.

GitHub Repository
Python

Modelling Chaotic Dynamical Systems with Neural Networks

MSc Dissertation

GitHub Repository Dissertation
Python

Leveraging Natural Lanuage Processing (NLP) for HR Recruitment

This project leverages NLP techniques to automate and enhance the candidate filtering process for an HR recruitment agency.

GitHub Repository
Python

ML Models for predicting Bank Term-Deposit Subscription

The primary motivation is to assist a company specializing in telemarketing for term-deposit subscriptions by providing data-driven insights and predictive models that can enhance targeting and overall campaign performance.

GitHub Repository

Education

  • MSc Computational Applied Mathematics
    The University of Edinburgh
    Distinction (4.0 GPA equivalent)

  • BSc Physics
    The University of Edinburgh
    1st (4.0 GPA equivalent)
    Winner of the Neil Arnott Prize for Highest Degree Classification in the year
  • International Baccalaureate Programme
    St Stephen's International School Rome
    42/45 (Top 5.5% worldwide)
    Received Top Score of 7 in Mathematics, Physics and English Literature

Work

  • Tech Consultant (June 2025 -)
    _nology
  • Data Science Intern (Jan 2025 - June 2025)
    Warmur Technologies
  • AI Residency (Jan 2025 - May 2025)
    Apziva