Portfolio

Evidence of Success

Real projects with measurable impact. Each case study follows the Challenge → Action → Result framework to demonstrate how I've generated repeatable success.

Global RCSA Automation

Automated Risk Assessment Process

Scrabble tiles spelling RISK on a wooden surface. Photo by Markus Winkler on Unsplash.

Challenge

Annual Risk and Control Self-Assessment (RCSA) across 14 global locations took 6-9 months to complete, consuming significant resources and creating delays in risk reporting.

Action

Designed and implemented automation including custom scripting, tooling, and data flows. Created automated statistics generation for risk committees and Board reporting.

Result

Reduced RCSA completion time to 3 months—a 50-66% improvement. Automated generation of risk statistics for committees and Board, enabling faster decision-making.

50-66%

Time Reduction

14

Locations

100%

Reports Automated

PythonRisk & ControlsData AnalysisStakeholder Management

Global Security Device Deployment

Enterprise Security Implementation

Scrabble tiles spelling CYBERSECURITY on a wooden surface. Photo by Markus Winkler on Unsplash.

Challenge

Need for comprehensive network security visibility and threat detection across a global financial services network with multiple third-party integrations.

Action

Led deployment design, tuning, and integration of Security Appliance across the global network. Managed third-party collaboration and served as the escalation point for security incidents.

Result

Achieved improved threat detection capabilities, faster time to detection, and faster incident response times. Established global security visibility across all network segments.

Global

Coverage

Improved

Response Time

100%

Visibility

DarktraceNetwork SecurityIncident HandlingVendor Management

European Risk Framework

Post-Brexit Operational Risk Function

Scrabble tiles spelling RISK on a wooden surface. Photo by Markus Winkler on Unsplash.

Challenge

Following Brexit, The client required a dedicated Operational Risk function for its European operation to meet regulatory requirements.

Action

Delivered comprehensive Operational Risk function including Risk Appetite Statement development, Risk Management framework creation, RCSA process implementation, and regulatory compliance.

Result

Achieved full MaRisk compliance with robust risk management framework. Created sustainable processes for ongoing risk identification, assessment, and mitigation.

MaRisk

Compliance

Complete

Framework

On Schedule

Time to Deliver

Operational RiskMaRiskRisk FrameworkRegulatory Compliance

AI & Automation Consulting

The AIAA Consultancy

Scrabble tiles spelling AI AUTOMATION on a wooden surface. Photo by Markus Winkler on Unsplash.

Challenge

Clients requiring practical AI and cybersecurity solutions but lacking internal expertise to assess, implement, and maintain these technologies effectively.

Action

Assessed client environments, advised on AI/automation opportunities, delivered tailored solutions, and created custom risk reports with actionable mitigation strategies.

Result

Delivered clear risk postures for clients, implemented actionable mitigation plans, and led successful technology rollouts with ongoing support. This drove measurable performance improvements without increasing risk.

Multiple

Clients Served

Custom

Solutions

Ongoing

Training

AI StrategyConsultancyRisk ReportingStakeholder Management

Infrastructure Optimisation

Enterprise Infrastructure

Scrabble tiles spelling INFRASTRUCTURE on a wooden surface. Photo by Markus Winkler on Unsplash.

Challenge

Platform infrastructure required optimisation to improve connectivity between systems and networks, with unclear incident management procedures.

Action

Improved infrastructure and connectivity between systems. Established comprehensive playbooks for incident management. Created policies, standards, and procedures documentation.

Result

Enhanced system reliability and performance. Reduced incident resolution times through standardised playbooks. Improved operational documentation and knowledge management.

Enhanced

Reliability

Reduced

MTTR

Complete

Documentation

InfrastructureIncident ManagementDocumentationBest Practices

LLM & Automation Frameworks

n8n, Fabric, Ollama Implementation

Scrabble tiles spelling LLM and AUTOMATION on a wooden surface. Photo by Markus Winkler on Unsplash.

Challenge

Need for efficient internal automation workflows and AI-powered processes without relying entirely on external cloud services whils maintaining control over the companies data.

Action

Selected and implemented automation tools including n8n for workflow automation, Fabric for AI augmentation, and Ollama for local LLM deployment. Built custom workflows for reporting and data processing.

Result

Created sustainable automation infrastructure with reduced dependency on external services. Enabled rapid prototyping of AI-powered workflows without compromising data security.

Multiple

Tools

Custom

Workflows

Reduced

Dependency

LLMsn8nFabricOllamaAPIsPrompt Engineering