AI/ML Engineer · Cybersecurity & Risk Engineering · Agent-style systems
I design production-style AI services (FastAPI + structured schemas + explainable scoring), with a focus on risk-aware engineering, auditability, and real operational use. Based in Belfast (UK).
Clickable, recruiter-friendly proof of work
A rules-first, explainable scoring service that produces readiness indicators and actionable recommendations. Built with FastAPI + Pydantic + scoring logic designed for clarity and auditability.
Upload a CSV of events/logs → generate KRIs, anomaly estimate, risk score, and a short narrative report. Designed to reduce noise and support triage, investigation, and escalation.
Built with Busayo Odukoya (Technology Risk) as a collaboration on applied risk engineering.
Selected applied AI, agent systems, and security/risk engineering work
Multi-agent platform skeleton for workflow automation: routing, retrieval patterns, audit layers, and guardrails. Backend-first structure with CI foundations.
IDS-style ML pipeline packaged in an engineering-first structure. Focus on reproducibility, evaluation, and monitoring-aligned interpretation.
NLP classification pipeline (TF-IDF + ML) with structured preprocessing, evaluation, and reproducible workflow.
Applied work in regulated, risk-aware environments
Contributed to Cyber Essentials PLUS assurance activities through patch compliance support, secure configuration tasks, vulnerability management, and audit evidence preparation.
Founder of a digital-first education and travel consultancy, leading technical development of internal systems for workflow automation, decision support, and operational analytics across UK/Nigeria contexts.
For roles, collaboration, or a demo walkthrough
If you want a quick walkthrough of any demo, send a message with the role/team context and I’ll share a short, structured overview.