Connor Faulkner

Dramatis Personae · work

Products, tools, and the coursework they grew out of.

8 selected projects up top, dealt as a hand: hover a card or tab across them. The archive underneath is older academic work — kept online, out of the way.

Every company of soldiers is a company of stories.

So too a company of machines.

— Sayings of the Field Engineers

living systems — still in the field

the archive — veterans of earlier campaigns

Older coursework kept online for context — not the headline, but still linked and still real.

2021 Bitcoin Price Time Series Analysis ARIMA and SARIMA modelling of Bitcoin price data, including stationarity testing with Augmented Dickey-Fuller, ACF/PACF analysis, and price forecasting.
2021 Data Architecture & Real-Time Analytics A data architecture assignment building a PostgreSQL database pipeline for real-time Bitcoin price analytics, combining SQL schema design, Python ETL, and time series queries.
2021 Data Ethics Essays Two ethics essays exploring the ethical implications of large-scale biometric data systems (Aadhaar) and a broader case study on data ethics in modern technology.
2021 Football Match Result Prediction Multi-class classification of Premier League match results (Home Win / Draw / Away Win) using Random Forest, KNN, SVM, AdaBoost, MLP, and Naive Bayes classifiers on 8 seasons of match data.
2021 Genomics PCA Analysis A population-genetics project that started as academic PCA analysis and has since evolved into a public genomics explorer for browsing ancestry structure interactively.
2021 Machine Learning Coursework Notebooks A collection of Jupyter notebooks covering K-Means clustering, Random Forest classification on the Iris dataset, image classification with CNNs, and CA assignment work.
2021 Statistical Analysis Coursework Statistical analysis labs and assignments covering correlation analysis, hypothesis testing, regression, and exploratory data analysis using the mtcars dataset.
2018 The Ising Model — Metropolis Monte Carlo Monte Carlo simulation of the 2D and 3D Ising model using the Metropolis algorithm — computing energy, magnetisation, heat capacity, and susceptibility across a temperature sweep to find the ferromagnetic phase transition and Curie temperature.