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kieranbuz/README.md

Hi, I'm Kieran Burrell 👋

MSc Big Data Analytics · First Class BSc · Data tools in production · Chester, UK

Python TensorFlow SQL JavaScript Scikit-Learn


About me

MSc Big Data Analytics graduate with a First Class BSc, returning to the field after building and deploying real data systems in a live retail environment. I've shipped production ETL pipelines, inventory management tools, and ML models — not just notebooks. Currently seeking junior/graduate roles in Data Science or AI development where operational instinct and technical depth both matter.

🚀 Highlight projects

  • 🦠 COVID-19 Diagnostic CNN — 99.97% accuracy using TensorFlow, Keras & class-weighted training
  • 🏃 Human Activity Recognition model — Custom CNN ensemble with EfficientNetB0 + VGG16, 90%+ accuracy
  • 📦 Wholesale cost intelligence pipeline — Live ETL system tracking 1,800+ SKUs, used weekly in purchasing decisions
  • 💬 NLP sentiment classifier — Benchmarked 6 algorithm families across 30+ parameter variants

🛠 Tech stack

Python SQL TensorFlow Keras Scikit-Learn Pandas NumPy OpenCV
JavaScript Google Apps Script Git Plotly Matplotlib Seaborn

Techniques: CNNs · Transfer Learning · Ensemble Methods · NLP · ETL Pipelines · Time-Series · Predictive Modelling


📫 Open to Data Science and AI Developer roles — LinkedIn · kieranburrell2@gmail.com

Pinned Loading

  1. Retail-Data-Tools Retail-Data-Tools Public

    Live ETL pipeline and stock management tools built for a retail franchise

    JavaScript

  2. Python-Data-Scripts Python-Data-Scripts Public

    Python

  3. Uni-Archive Uni-Archive Public

    C#