Financial Data & Systems Development
I design and build robust financial intelligence systems, automation pipelines, and custom software solutions for organizations that need to make sense of complex data.
Financial Intelligence
Turning raw financial data into actionable intelligence. I build decision-support systems and financial analytics platforms that allow management to query, analyze, and forecast institutional performance with mathematical rigor.
- Financial modelling and forecasting engines
- Decision-support systems
- Institutional financial reporting architectures
Built with: Python · PostgreSQL · React · Financial APIs
Business Intelligence
Building dashboards and KPI systems that provide a real-time, unified view of operational performance. This goes beyond generic visualization - it involves extracting the right metrics from fragmented data sources.
- Custom management dashboards
- Real-time KPI tracking systems
- Advanced data visualization and operational intelligence
Built with: Next.js · Data Visualization · REST APIs · PostgreSQL
Automation
Replacing manual, error-prone spreadsheet workflows with secure, automated data pipelines. I engineer systems that automatically extract, transform, and load financial data into clean reporting formats.
- Automated financial reporting
- Secure ETL (Extract, Transform, Load) pipelines
- Business process automation for finance teams
Built with: Python · ETL Pipelines · Node.js · Scheduled Jobs
Risk & Analytics
Applying actuarial foundations and statistical mechanics to assess, quantify, and mitigate risk. I build predictive models and risk tracking systems to monitor capital metrics and exposure.
- Quantitative risk modelling
- Predictive statistical analysis
- Financial risk systems and indicators
Built with: Python · R · Statistical Models · Excel
Custom Financial Systems
Full-stack development of secure, internal software tailored to specific financial workflows. From initial database architecture to the final frontend interface, I build tools that scale with business logic.
- Internal business tools and software
- Custom data-driven applications
- High-performance financial platforms
Built with: React · Node.js · PostgreSQL · TypeScript
Quantitative Systems
Building computational systems that apply statistical methods, actuarial models, and quantitative logic to real-time decision-making. From algorithmic execution engines to risk monitoring platforms, these systems translate mathematical reasoning into operational infrastructure.
- Algorithmic execution and market intelligence systems
- Statistical modelling engines and quantitative research tools
- Risk monitoring and capital exposure tracking platforms
Built with: Python · MQL5 · Node.js · React · Data Pipelines