AI/TECHNOLOGY
Risk Agents
AI-powered risk intelligence platform combining 30 years of CRO expertise with AI agents. Features Skills Framework (100+ capabilities), Fabrix Patterns for evolving workflows, and GTD Goal Alignment.
Impact: Transforming risk management from manual, report-heavy workflows to intelligent, AI-assisted decision making
Next.jsTypeScriptAI AgentsClaude AISkills Framework+1 more
ELECTRONICS/HARDWARE
8-bit Computer Build
Built a complete 8-bit computer on breadboard following Ben Eater's video series
ElectronicsAssembly LanguageDigital LogicHardware Design
PROGRAMME MGT
Global Instrument and Market Data Platform
Enterprise-wide platform consolidating instrument reference data and market data feeds across all trading operations at ICBC Standard Bank
Impact: Unified disparate data sources, improved data quality, reduced operational risk
Market Data SystemsData ArchitectureRisk AnalyticsRegulatory Reporting
PROGRAMME MGT
Base and Precious Metals Murex Migration
Led risk management aspects of migrating commodities trading operations to Murex MX.3 platform at ICBC Standard Bank
Impact: Unified commodities operations, enhanced real-time risk monitoring, improved regulatory compliance
Murex MX.3Commodities TradingRisk ManagementTrade ProcessingPosition Management
AI/TECHNOLOGY
Credit Risk Workflow Application
Python prototype application for managing credit risk workflows at ICBC Standard Bank
Impact: Reduced manual processing time by 60%, improved accuracy of credit risk assessments
PythonData AnalysisWorkflow AutomationProcess Optimization
AI/TECHNOLOGY
DataFusion
High-performance distributed data platform enabling semantic data discovery and SQL-based querying across heterogeneous data sources. Co-developed at Stream Financial to solve the enterprise data integration challenge.
Impact: Enabled businesses to query data across legacy systems, Excel, databases, and APIs using standard SQL without IT change requests
C++Distributed SystemsSQLColumnStore DatabaseAPI Development+4 more
FORENSIC INVESTIGATION
Barings Bank Investigation
Part of Arthur Andersen specialist investigation team working on behalf of Bank of England into the £827 million collapse of Barings Bank, one of the most significant banking scandals of the 1990s
Impact: Critical analysis of systemic risk management failures that led to major banking regulation reforms
Financial InvestigationRisk Management AnalysisRegulatory ComplianceBanking OperationsCrisis Management
FORENSIC INVESTIGATION
Daiwa Bank Investigation
Part of Arthur Andersen specialist investigation team working on behalf of NY Federal Reserve Bank into $1.1 billion unauthorized trading losses at Daiwa Bank's New York operations
Impact: Investigation led to Daiwa Bank's expulsion from US operations and strengthened regulatory oversight
Financial InvestigationForensic AccountingRegulatory InvestigationBanking OperationsFraud Analysis
AI/TECHNOLOGY
Personal AI Infrastructure (PAI)
Production multi-agent AI system implementing Universal File Context (UFC) for automated life management with 70% context efficiency improvement
Impact: Manages real financial operations, parkrun health tracking, and comprehensive life optimization
Artificial IntelligencePythonClaude CodeMCPReact+5 more
ELECTRONICS/HARDWARE
Home Assistant Smart Home System
Comprehensive smart home automation system built on Home Assistant platform, featuring custom hardware integrations including an SDR-based garage door opener, Tasmota-flashed IoT devices, and advanced automation workflows
Impact: Automated home environment with 15+ smart devices, custom integrations, and intelligent automation workflows
Home AssistantNode-REDMQTTTasmotaZigbee2MQTT+5 more
LIFESTYLE
Fitness & Running
Data-driven approach to fitness with 284+ Parkrun events completed. Combining regular running with weight management and health optimization using quantified self principles.
Impact: Consistent fitness routine with measurable progress and community engagement
ParkrunHealth TrackingData AnalyticsGoal Setting
ELECTRONICS/HARDWARE
3D Printing
Rapid prototyping and creative manufacturing using Bambu Labs printer. From functional parts to custom enclosures for electronics projects.
Impact: Enables rapid iteration on hardware projects and custom solutions
Bambu LabsCAD3D DesignPrototyping
LIFESTYLE
Quantified Self & Data Tracking
Comprehensive personal data tracking using Apple Health, location analytics via Owntracks, sleep tracking, and habit systems inspired by James Clear's Atomic Habits. Building a data-driven approach to continuous self-improvement.
Impact: Holistic view of health metrics enabling informed lifestyle decisions
Apple HealthOwntracksData AnalyticsHabit SystemsLocation Tracking