Case Study
Scale & Performance: The Trading Foundation
Before launching NúmerosDon Data Solutions, I worked as a Senior Trading Analyst in a rapidly scaling trading function. I independently led the expansion of analytical capability, transforming a growing department into a data-driven engine that supported critical decision-making under extreme pressure.
Core Impact Areas
Delivering measurable results across analytics, systems, and strategy.
Algorithmic Optimisation
Refined the statistical logic governing in-play trading responses, ensuring robust risk management and profit-capture during high-volatility sporting events.
P&L Impact
Identified previously unrecognised market inefficiencies through deep-dive analysis, implementing trading frameworks that directly improved profit margins.
System Architecture
Transformed departmental data integrity by single-handedly designing and implementing a centralised database system, replacing fragmented workflows with a single source of truth.
Executive Insight
Pioneered comprehensive analytics dashboards that converted complex datasets into actionable business intelligence for multiple organisational levels.
“Donovan handled pressure exceptionally well in an extremely fast-paced environment, while consistently translating business needs into actionable analytics.”
— Trading Manager
Read full testimonials on my LinkedIn profile →
What Was Built
End-to-end analytical infrastructure for a high-pressure trading operation.
CENTRALISED DATA
A single database system replacing fragmented spreadsheets and siloed workflows — one source of truth for the entire department.
TRADING FRAMEWORKS
Statistical models and decision logic for in-play trading, tuned for risk management during high-volatility live events.
EXECUTIVE DASHBOARDS
Comprehensive analytics dashboards converting complex datasets into actionable intelligence across multiple organisational levels.