Open to opportunities

EMMA ORGU

@emmaorgu

Message

AI and cybersecurity engineer building production-grade, agentic AI systems for threat detection.

United Kingdom

Message

What I'm looking for

I seek roles where I can build and deploy secure, production-grade AI systems, lead agentic/ML infrastructure, and drive measurable security and product impact.

I am an AI and cybersecurity engineer with an MSc in Cybersecurity (Chevening Scholar) focused on building production-grade AI systems that deliver measurable security outcomes.

I have founded multiple AI platforms — CheckThatURL (real-time phishing detection), HiredQuickly (AI job-matching assistant), and AiSureOdds (sports prediction) — and engineered end-to-end ML/LLM pipelines, agentic orchestration layers, and autonomous decision systems.

My hands-on technical toolkit includes PyTorch, TensorFlow, Hugging Face, LangChain, Flask/FastAPI, Docker, CI/CD, and cloud security practices; I’ve deployed APIs, browser extensions, and automated retraining pipelines to maintain high accuracy in production.

I combine research-driven methods (CNNs, RNNs, Transformers, RL, NLP) with practical security operations experience — improving cloud secure scores, performing enterprise vulnerability assessments, and integrating security into DevSecOps — to bridge innovation and real-world impact.

Experience

Work history, roles, and key accomplishments

Current

Founder & AI Engineer

Current

AiSureOdds

Jan 2024 - Present (1 year 9 months)

Engineered a hybrid xG-Poisson + Elo model with RNNs for football outcome prediction, automated data ingestion and deployed a Flask API and frontend; achieved 80% accuracy on Over 1.5 Goals market on historical EPL data.

RNN XG Modeling Flask Data Ingestion Simulation Deployment

Current

Founder & AI Engineer

Current

CheckThatURL

Jan 2024 - Present (1 year 9 months)

Built an AI/LLM hybrid engine and agentic orchestration to classify malicious URLs in real time, deploying a Flask API, browser extension and enterprise email scanner; achieved 90%+ detection accuracy while reducing false positives against major Nigerian banks.

LLM Deep Learning NLP Flask Agentic AI MLOps Threat Detection

Current

Founder & AI Engineer

Current

HiredQuickly

Jan 2024 - Present (1 year 9 months)

Developed an LLM-powered job-matching assistant with AI CV/cover letter generation and a semantic skill extractor, delivering personalized match confidence scores and interactive UI for job seekers.

LLM LLMs NLP SpaCy API Development Prompt Engineering MLOps

Cloud & Mobile Security Analyst

Union Bank of Nigeria

Jan 2022 - Dec 2024 (2 years 11 months)

Improved Microsoft Cloud Secure Score from 49% to 78%, conducted enterprise vulnerability assessments, onboarded 2,000+ staff to Intune, and supported incident response with Microsoft Sentinel and Defender.

Microsoft Defender Vulnerability Assessment Intune SIEM Incident Response

Education

Degrees, certifications, and relevant coursework

Middlesex University

Master of Science, Cybersecurity

2024 -

Activities and societies: Chevening Scholar; dissertation on hybrid ML+LLM phishing detection; focus on secure ML pipelines and adversarial resilience.

MSc in Cybersecurity and Penetration Testing with a dissertation on a real-time phishing detection system using hybrid ML and LLMs, focusing on AI-driven threat detection and secure ML pipelines.