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dajuctech/README.md

πŸ‘‹ Hi, I'm Daniel Jude

Data & AI Engineer

I build ML pipelines, data systems, and AI-powered applications that work in production β€” not just in notebooks.

LinkedIn Medium Portfolio Email


πŸš€ About Me

  • πŸ”­ Currently building credit risk ML systems at 10mg Health
  • πŸŽ“ MSc Artificial Intelligence (Distinction) β€” Birmingham City University
  • 🏦 Previously supported critical banking apps at CWG Plc (Oracle, PostgreSQL, Finacle)
  • πŸ€– Built RAG pipelines, LangGraph agents & LLM systems at BCU
  • ☁️ Certified in Azure (AZ-900, AI-900) and AWS (Cloud Practitioner)
  • πŸ’¬ Ask me about ML pipelines, RAG systems, SQL optimisation, production AI
  • 🌍 Open to remote and hybrid opportunities in the UK
  • ⚑ Fun fact: I enjoy turning messy, real-world data into something a business can actually use

πŸ› οΈ Tech Stack

Languages Python SQL JavaScript Bash

Data & Machine Learning Pandas NumPy Scikit-learn TensorFlow PyTorch XGBoost

AI & LLMs LangChain LangGraph HuggingFace OpenAI

Backend & Databases FastAPI PostgreSQL MySQL Oracle BigQuery

Cloud & DevOps Azure AWS GCP Docker GitHub Actions Streamlit Railway Render Netlify Heroku

BI & Reporting Power BI Tableau Looker Studio


πŸ“Œ Featured Projects

🏦 Lending Portfolio Risk Pipeline

End-to-end ML pipeline for credit risk assessment β€” data ingestion, feature engineering, model training, and FastAPI deployment.

Repo Python SQL Scikit-learn FastAPI


πŸ€– Credit Risk Scorecard AI Agent

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.

Repo Python Pydantic AI OpenAI minsearch Streamlit


πŸ‘₯ Customer Segmentation Analysis

Customer segmentation using clustering algorithms to identify high-value customer groups.

Repo Python Scikit-learn Pandas Matplotlib


πŸ’Ό Work Experience

  • AI and Data Engineer, 10mg Health (Oct 2025 – Present) Credit risk ML pipelines, drift monitoring, FastAPI deployment, production support
  • Business Applications Engineer, CWG Plc (Sep 2022 – Sep 2024) Banking app support (Oracle, PostgreSQL, Finacle), Python monitoring, runbooks, JIRA
  • AI Research Intern, Birmingham City University (Sep 2024 – Sep 2025) RAG pipelines, LangGraph agents, LLM evaluation, FastAPI backends

πŸ“Š GitHub Stats



πŸ† Certifications

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

Open to data engineering, ML engineering, and AI engineering roles in the UK

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