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Katie Wood Email & Phone Number

Graduate Data Scientist at Lloyds Banking Group
Location: Burton Upon Trent, England, United Kingdom 4 work roles 5 schools
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Current company
Role
Graduate Data Scientist
Location
Burton Upon Trent, England, United Kingdom
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Who is Katie Wood? Overview

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Katie Wood is listed as Graduate Data Scientist at Lloyds Banking Group, a company with 61911 employees, based in Burton Upon Trent, England, United Kingdom. AeroLeads shows a matched LinkedIn profile for Katie Wood.

Katie Wood previously worked as Graduate Student at University Of York and Website Administrator at Murraywood Joinery. Katie Wood holds Master Of Science - Ms, Computer Science, Distinction from University Of York.

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Lloyds Banking Group

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Profile bio

About Katie Wood

Graduated with a MSc Computer Science degree at The University of York with a distinction grade.A passion for data science, machine learning, and software development to solve real-world problems. My master's research project earned a high distinction with an 81% score. It systematically analysed the precision of Random Forest and XGBoost in predicting university student dropout, for early detection of vulnerable students and providing useful insights for educational institutions and decision makers.The research explored:- Model Suitability and Comparison: Investigated the effectiveness of Random Forest and XGBoost, with comparisons to Logistic Regression to determine the best model for the task - Model Interpretation with SHAP: Used Shapley Additive Explanations (SHAP) to interpret model decisions, giving valuable insights into the key risk factors that contribute to student dropout.- Evaluation Metrics: Accuracy, precision, recall, and F-measure, plotting Precision-Recall (PR) curves and ROC curves.- Hyperparameter Tuning: Optimized model performance through grid search and 3-fold cross-validation.Following a standard machine learning pipeline, including, data exploration, preprocessing, train-test split, hyperparameter tuning, model building, and detailed analysis.

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Katie Wood's current company

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Lloyds Banking Group
Lloyds Banking Group
Graduate Data Scientist
Burton upon Trent, GB
Employees
61911
AeroLeads page
4 roles

Katie Wood work experience

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Website Administrator

Murraywood Joinery

Content management using squarespace, optimize website performance and user experience through maintenance and troubleshooting, develop and implement SEO strategies, analyze technical data using Google Analytics to aid improvement and design decisions.

Feb 2014 - Mar 2017

Retail Team Lead

Various

Lead a team of 7 retail associates in delivering outstanding customer service and driving sales performance, monitor and manage store operations, develop and implement sales strategies to achieve revenue targets and maximize profitability, foster a positive work environment by promoting teamwork, communication, and a customer-centric mindset.

Nov 2008 - Apr 2013
Team & coworkers

Colleagues at Lloyds Banking Group

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5 education records

Katie Wood education

Master Of Science - Ms, Computer Science, Distinction

Modules: Advanced programming (71%), Algorithms and Data Structures (81%), Artificial Intelligence and Machine Learning (77%), Big Data.

Bachelor'S Degree, Economics And Politics

Activities and Societies: Associate member of the British psychology society since 2012

Msc, Computer Science

The University Of York
FAQ

Frequently asked questions about Katie Wood

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What company does Katie Wood work for?

Katie Wood works for Lloyds Banking Group.

What is Katie Wood's role at Lloyds Banking Group?

Katie Wood is listed as Graduate Data Scientist at Lloyds Banking Group.

Where is Katie Wood based?

Katie Wood is based in Burton Upon Trent, England, United Kingdom while working with Lloyds Banking Group.

What companies has Katie Wood worked for?

Katie Wood has worked for Lloyds Banking Group, University Of York, Murraywood Joinery, and Various.

Who are Katie Wood's colleagues at Lloyds Banking Group?

Katie Wood's colleagues at Lloyds Banking Group include Kate Dobbs, Olivia Jukes, Stuart Parsons, David Jenkins, and Anand Biyani.

How can I contact Katie Wood?

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What schools did Katie Wood attend?

Katie Wood holds Master Of Science - Ms, Computer Science, Distinction from University Of York.

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