My Experience & Journey

Including Academic Research|

Stochastic Processes

Wildfire Spread Dynamics

Python Dash Gillespie Algorithm

Simulated wildfire spread dynamics using the Gillespie algorithm.

Stochastic Processes

Covid-19 Pandemic Dynamics

MATLAB SIR Model Gillespie Algorithm

Modeled pandemic trajectories using the Gillespie algorithm and SIR model.

Stochastic Processes Financial Engineering

Monte Carlo Options Pricing

C++ Python Dash

High-frequency options pricing engine leveraging C++ for computational primitives and Python for interactive risk analytics.

Stochastic Processes Financial Engineering

Heston Options Pricing

C++ Python QuantLib

Advanced stochastic volatility modeling for accurate derivation of European option prices in non-constant volatility markets.

Automation Workflows NLP

Email Organiser

Python Dash NLP IMAP/SMTP

Intelligent inbox management system that categorizes and triggers actions on emails using rule-based and NLP logic.

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Automation Workflows NLP

Metal News Dashboard

Python Dash Web Scraping

Real-time market intelligence dashboard aggregating and scoring news for commodities trading signals.

Automation Workflows

Fraud Detection

Python Scikit-Learn Cybersecurity

Automated security system identifying anomalous patterns and potential phishing vectors in communications.

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Automation Workflows

Automated RFQs

Python Dash IMAP/SMTP

Streamlined procurement system for JWA CNC Precision, automating the Request for Quote lifecycle.

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Automation Workflows

Job Finder

Python Selenium SMTP

Daily aggregation service scraping top career portals to deliver curated job opportunities directly to inbox.

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Statistical Inference

Optimising Dosing Regimens for Anti-Cancer Therapies

MATLAB Monolix Mathematics

Development of a novel mathematical model to optimise dosing regimens for anti-cancer therapies. Performed model validation, parameter estimation, and statistical inference.

Statistical Inference

Cellular Systems

Julia Python

Mathematical modeling of tissue growth dynamics using partial differential equations, numerical methods and statistical inference.

Natural Language Processing

Daily News Reporter

Python LLMs Automation

Automated briefing agent generating concise executive summaries of global news across tech, finance and engineering.

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Work

JWA CNC Precision Limited Associate Data Scientist

Dec 2025 - Present
Work

QUT Quantitative Researcher

Feb 2025 - Jun 2025
Education

University of Warwick MSc Biomedical Engineering

Oct 2023 - Jan 2025
Education

Loughborough University BSc (Hons) Mathematics with Economics

Oct 2020 - Jul 2023
Education

The Sixth Form College Farnborough A-Levels

Sep 2018 - Jul 2020