Projects

Wifi Location Tracking System

Python FlaskOctober 2025 - April 2026

Built a Wi-Fi RSSI localisation system using only a laptop and existing network infrastructure.
Designed a PostgreSQL backend to persist scan sessions, containerised alongside the Flask application using Docker Compose.
Built a Flask web interface with live floor plan visualisation and algorithm switching between Standard KNN, Weighted KNN, and Random Forest classifiers, with evaluation across accuracy metrics.
Resolved an undocumented Windows Wi-Fi scan caching quirk through iterative testing and engineered a cache-busting fix.
Validated system behaviour with a 30-test automated test suite.

DjangoJanuary – March 2024

Collaborated with a team of eight developers to create a Full Stack journaling web application using TDD.
Integrated multimedia file support in the Django backend with Ckeditor, following Agile methodology with regular meetings and progress checks.
Designed a responsive HTML/CSS frontend, implementing features like a Redis-powered daily reminder for journal entries.
Added habit-building features, including gym tracking, study logs, expense tracking, and customisable templates, facilitating hundreds of users.

ScalaNovember 2023

Developed an alternative implementation of the popular Wordle game, but with the hardest possible words to guess.
Implemented key features such as reading the frequency of letters from files to ensure the most obscure are chosen.
Strengthened knowledge on functional programming concepts and ensured all functions ran under 30 seconds.

DjangoNovember 2023

Collaborated with a group of five to create a Django task managing application to manage projects and tasks for hundreds of users, whilst implementing an Agile methodology.
Incorporated version control tools such as GitHub to manage branches and merge correctly.
Consistently scheduled and took notes during weekly meetings whilst practicing the four foundational behaviours.
Maintained effective weekly accountability sessions, requirements gathering, automated and coverage testing.

ScalaNovember 2023

Predicted the movement of different pieces on a Shogun board, as well as returning all dangerous positions for a given piece.
Assigned different 'energies' for Pawns (1-4) and Kings (1-2), limiting their scope of travel.
Increased understanding of fundamental functional programming concepts, and further developed logical problem solving skills.

ScalaNovember 2023

Created functions to compute, run and generate programs in the BF language.
Developed a working compiler to precompute and eliminate any dead code from program inputs.
Optimised inputs to work most efficiently on modern CPUs through encoding and replacement techniques.

PythonOctober 2023

Created a real-time handwritten digit recognition application, using Convolutional Neural Networks (CNNs) and the MNIST dataset.
Engineered an intuitive GUI, enabling users to draw digits for immediate recognition, integrating the Keras deep learning library and Tkinter for GUI development.

DjangoSeptember 2023

Developed a low-latency RESTful API for a note-taking web application, using Django.
Implemented CRUD functionality for notes, enhancing user experience.
Expedited the process to creating a robust and user-friendly web application back-end.

JavaMarch 2023

Conducted a simulation project in Java involving multiple groups of cells over hundreds of generations.
Included features such as non-determinism and symbiosis by incorporating different classes and conditions with associated probabilistic weights.
Performed continuous testing to ensure functionality and specifications were met.

JavaFXMarch 2023

Collaborated with a team of four with an Agile methodology, working on specific panels of a GUI application displaying Covid data using JavaFX.
Developed condition-dependent buttons that would switch between panels, as well as selectable drop-down boxes to incorporate a date range.
Maintained effective collaboration and weekly communication, requirements gathering, and automated testing.