Hi, I'm Luke Ross.

I work on Scalable Web Applications|

Stochastic Processes

Neural SDE Volatility Engine

C++ Python PyTorch Docker

Neural SDE Volatility Engine.

Volatility Engine
Stochastic Processes

Wildfire Spread Dynamics

Python Dash Gillespie Algorithm

Simulated wildfire spread dynamics using the Gillespie algorithm.

Wildfire Dynamics
Stochastic Processes

Covid-19 Pandemic Dynamics

MATLAB SIR Model Gillespie Algorithm

Modeled pandemic trajectories using the Gillespie algorithm and SIR model.

Pandemic Dynamics
Stochastic Processes Financial Engineering

Monte Carlo Options Pricing

C++ Python Dash Antithetic Variates

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

Options Pricing
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.

Options Pricing
Automation Workflows NLP

Email Organiser

Python Dash NLP IMAP/SMTP Linux/Unix

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

Automation Workflows NLP

Metal News Dashboard

Python Dash Web Scraping

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

JWA Suite
Automation Workflows

Personal Life Dashboard

Python Hugging Face Dash

A comprehensive, all-in-one centralised hub to track, analyse, and optimise daily life metrics.

View Dashboard
Automation Workflows

Job Finder

Python Selenium SMTP Linux/Unix

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

Automation Workflows

Fraud Detection

Python Scikit-Learn Cybersecurity IMAP Linux/Unix

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

Automation Workflows

Automated RFQs

Python Dash IMAP/SMTP

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

JWA Suite
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.

Read Dissertation
Statistical Inference

Cellular Systems

Julia Python

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

GitHub
Natural Language Processing

Daily News Reporter

Python LLMs Automation

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

View Dashboard
Retrieval Augmented Generation

Personal AI Assistant

Cloudflare Workers JavaScript RAG

A RAG-powered chatbot that answers questions about my experience using my own CV as knowledge.

Chat with Me
Retrieval Augmented Generation

JWA Standardisation Engine

Python JavaScript Agentic AI RAG

Optimising manufacturing quotes by retrieving and matching best-fit material standards and prices.

JWA Suite
Retrieval Augmented Generation

Chef Luke's Recipe Bot

JavaScript Cloudflare Workers RAG

An AI sous-chef that retrieves and shares my favorite recipes and cooking tips.

Try it out