16 projects

Projects

Hardware acceleration, compilers, machine learning and the occasional piece of hardware I probably should not have taken apart.

Basin of attraction render with live magnetic pendulum parameters on the FPGA client

May 2026 · Jun 2026

Pipelined Fixed-Point FPGA Compute Engine

A 12-lane Q4.14 datapath that turned a 17-hour render into seven seconds.

SystemVerilog
Unity
C#
Python
+1

Portfolio balance and directional accuracy plotted over ~175 live trades

Feb 2026 · Apr 2026

Real-Time FPGA-Accelerated Crypto Trading System

Live order book data to hardware-accelerated signal, learning as it runs.

SystemVerilog
Python
NumPy
Binance API

30k+Lines of C++

Dec 2025 · Mar 2026

High-Performance C90 Compiler

A full C90 front-to-back in C++, emitting optimised RISC-V.

C++
RISC-V
CMake
Docker
+1

100%Best in cohort

Autumn 2025

Software Systems: Shell & Concurrent Chat

A Unix-like shell and multithreaded UDP chat in C, marked 100% top of cohort.

C
POSIX
pthreads
sockets
+1

Claim graph for a political speech, with extracted statements and timestamps

Feb 2025

LLM Misinformation Detection & Clustering

Fact-checking YouTube transcripts with embeddings, clustering and a claim graph.

Python
GPT-4
Flask
React
+3

Expert search with a specialisation dropdown and location map

Jan 2025

AI Specialist Finder

Location-aware search that ranks local professionals by review-based performance.

Flask
React
Google Maps API
OpenAI API
+1

The Memorize board with a full grid of cards face up

Dec 2024 · Jan 2025

Memorize: SwiftUI Memory Card Game

A card-matching game built through Stanford's CS193p, using MVVM and custom view modifiers.

Swift
SwiftUI
MVVM
Animations

Live hand tracking with per-gesture confidence scores beside the camera feed

Jun 2024 · Aug 2024

Hand Gesture Recognition CNN

A convolutional network with MediaPipe hand tracking, classifying gestures from a live camera feed.

Python
TensorFlow
Keras
MediaPipe
+2

Wiring the controller interface at the bench, mid-build

Feb 2024 · Mar 2024

Mind-Controlled Drone

An EEG headset and an Arduino-hacked RC controller, flying a drone on brainwave activity.

C++
Arduino
EEG
Signal Processing
+1

Several birds from one generation attempting the same gap

Dec 2023 · Jan 2024

Flappy Bird AI with NEAT

Neural networks that evolve their own topology until they can play the game indefinitely.

Python
Pygame
NEAT
Evolutionary Algorithms

The annotated model definition, embedding 88,000 words into 16 dimensions

Oct 2023 · Dec 2023

Sentiment Analysis for Movie Reviews

An embedding-based classifier reaching 89% accuracy on IMDb reviews.

Python
TensorFlow
Keras
NLP

A predicted and actual label shown against the input image

Aug 2023

Fashion MNIST Image Classifier

A dense network classifying clothing images across ten categories.

Python
TensorFlow
Keras

KNN decision boundaries plotted over PCA-reduced features

Jun 2023 · Jul 2023

Car Evaluation Classifier with KNN and PCA

K-nearest neighbours with PCA-projected decision boundaries and error analysis.

Python
scikit-learn
Matplotlib
Seaborn

The chess board rendered in Pygame, mid-game against the engine

Jan 2023 · May 2023

Chess AI using Minimax

A chess engine with alpha-beta pruning, plus the board game written from scratch.

Python
Pygame
Minimax
Alpha-Beta Pruning

Second-period grades plotted against final grades

Apr 2022 · May 2022

Student Grade Prediction with Linear Regression

Predicting final grades from prior performance, study time and absences.

Python
scikit-learn
Pandas
Matplotlib

The simulated system rendered in the browser against a galaxy backdrop

Feb 2022 · Mar 2022

Three.js Planetary Simulation

A WebGL solar system, and the school symposium on how Three.js works underneath.

JavaScript
Three.js
WebGL
HTML5