I build ML pipelines, data systems, and AI-powered applications that work in production β not just in notebooks.
- π Currently building credit risk ML systems at 10mg Health
- π MSc Artificial Intelligence (Distinction) β Birmingham City University
- π¦ Previously supported critical banking apps at CWG Plc (Oracle, PostgreSQL, Finacle)
- π€ Built RAG pipelines, LangGraph agents & LLM systems at BCU
- βοΈ Certified in Azure (AZ-900, AI-900) and AWS (Cloud Practitioner)
- π¬ Ask me about ML pipelines, RAG systems, SQL optimisation, production AI
- π Open to remote and hybrid opportunities in the UK
- β‘ Fun fact: I enjoy turning messy, real-world data into something a business can actually use
End-to-end ML pipeline for credit risk assessment β data ingestion, feature engineering, model training, and FastAPI deployment.
Python SQL Scikit-learn FastAPI
Retrieval-backed AI assistant that answers credit-risk scorecard questions from a controlled knowledge base, with hybrid text and vector search, agent tool-calling, and LLM-as-judge evaluation.
Python Pydantic AI OpenAI minsearch Streamlit
Customer segmentation using clustering algorithms to identify high-value customer groups.
Python Scikit-learn Pandas Matplotlib
- AI and Data Engineer, 10mg Health (Oct 2025 β Present) Credit risk ML pipelines, drift monitoring, FastAPI deployment, production support
- Business Applications Engineer, CWG Plc (Sep 2022 β Sep 2024) Banking app support (Oracle, PostgreSQL, Finacle), Python monitoring, runbooks, JIRA
- AI Research Intern, Birmingham City University (Sep 2024 β Sep 2025) RAG pipelines, LangGraph agents, LLM evaluation, FastAPI backends
| Certification | Issuer |
|---|---|
| MSc Artificial Intelligence (Distinction) | Birmingham City University |
| AWS Certified Cloud Practitioner | Amazon Web Services |
| Microsoft Azure Fundamentals (AZ-900) | Microsoft |
| Microsoft Azure AI Fundamentals (AI-900) | Microsoft |
| Google Data Analytics Certificate | Coursera |


