First Class Financial Mathematics graduate from Cardiff University, with interests in quantitative analytics, statistical modelling, optimisation and data-driven problem solving.
My academic and research work has involved applying mathematical and statistical methods to real-world problems across transport, finance, simulation and optimisation.
- Quantitative Finance & Risk
- Statistical Modelling & Econometrics
- Optimisation & Operational Research
- Data Analytics
- Time-Series Analysis
Statistical Modelling • Econometrics • Time Series • Optimisation • Monte Carlo Simulation • Discrete-Event Simulation • Regression Analysis • Hypothesis Testing • Spatial Analysis
Developed a route-based generalised cost framework to quantify public transport accessibility across Cardiff, combining journey time, fares, interchange penalties and spatial data.
Python • R • GIS • Statistical Modelling • Optimisation
Analysed S&P 500 price and return data, investigating stationarity, distributional assumptions, autocorrelation and volatility dependence, alongside ARIMA process identification and cointegration testing.
R • Econometrics • Time Series • ADF • ARIMA • Cointegration
Applied computational statistical methods including Monte Carlo simulation, rejection sampling, mixture proposal distributions, random number generation and hypothesis testing.
R • Monte Carlo Simulation • Rejection Sampling • Statistical Inference
Built a stochastic maintenance-system simulation incorporating Poisson arrivals, priority queues, resource constraints and service interruptions, with Monte Carlo experiments used to evaluate system performance.
SIMUL8 • Operational Research • Simulation • Optimisation
Used 5,000-repetition Monte Carlo experiments to compare ANOVA, Welch's ANOVA and Kruskal–Wallis under heteroscedasticity and outlier contamination.
R • Statistical Modelling • Monte Carlo Simulation • Robust Inference
BSc Financial Mathematics — Cardiff University
First Class Honours (78%) | Ranked 6th in graduating cohort
Selected academic results:
- Final-Year Project — 94% | Ranked 2nd in the School of Mathematics | 1st in BSc Financial Mathematics
- Econometrics — 90% | Top 5 in cohort
- Operational Research — 88%
- Statistical Modelling — 85%
- Mathematics of Artificial Intelligence — 85%
📧 Email: evemariew200511@gmail.com
💼 LinkedIn: linkedin.com/in/eve-williamson2005