Portfolio
Projects
Research builds the edge, personal projects sharpen it, and job simulations prove it. Browse the work by category below.
Research Projects
Academic and industry collaborations driven by data, simulation, and defensible engineering.
EPC Carbon Credit Algorithm
A baseline estimation algorithm that calculates carbon savings for UK homeowners using EPC data — with potential integration with JP Morgan.
Swimming Motion Simulation & CV Tracking
A Unity-based swimmer simulation with an overhead camera rail using Control Barrier Functions to keep the swimmer centered, enabling future computer-vision stroke and speed analytics.
Upcoming
Electricity Price Forecast & Ops Optimizer
Predict electricity prices weeks in advance with Monte Carlo simulation to decide when to run a metals factory, factoring in start/stop costs and price paths to choose the optimal operating schedule.
Internships
Professional experience applying data and product skills within real-world teams.
EFG Holding Internship
Contributed to analytics and reporting pipelines for a leading financial services group, focusing on investment insights and operational efficiency.
Upcoming Externship: Amazon Ops & People Analytics
8-week externship via Extern working with Amazon Fulfillment Center data to analyze employee feedback, run sentiment analysis in Python, and deliver operational and people insights.
Personal Projects
Independent builds exploring new tools, data, and product ideas.
Crisis-Aware Portfolio Risk Model
Stress-tested multi-asset portfolios against COVID-19 and 2008-style shocks, blending factor risk with historical drawdown patterns to quantify resilience under crises.
Credit Risk Scoring for SMEs
Built a data-driven scoring system for small and medium enterprises using financial ratios, behavioral signals, and probability-of-default modeling for lending decisions.