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George Eliades

George Eliades

Data Analyst

E-Trade Financial | Cyprus

Technologies

Data-driven magician, making the impossible possible.

My Work

Take a look at my latest work.

project

Hypothesis Testing with Men's and Women's Soccer Matches

Python
DataLab

Competition - Demystifying data salaries 💰 - Level 1

Python
2Upvotes
project

Dr. Semmelweis and the Importance of Handwashing

Python
project

Hypothesis Testing with Men's and Women's Soccer Matches

Python

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to Statistics in Python
Introduction to Regression with statsmodels in Python
Hypothesis Testing in Python
Sampling in Python

My Work Experience

Where I've interned and worked during my career.

Trading Point | Aug 2020 - Present

Business Intelligence Analyst

Collaborated on multiple cross-functional projects to transform raw data into actionable insights for various departments, ensuring accuracy and integrity of data. • Utilized advanced BI tools such as SAP BI and Power BI to create intuitive and visually appealing dashboards, enabling stakeholders to gain a deeper understanding of key performance metrics and trends. • Led analysis on a bonus restructuring project, evaluating proposals from directors and conducting data-driven analysis to facilitate informed decision-making by senior management. • Designed and developed a comprehensive KPI management dashboard with interactive charts and graphs, providing real-time access to critical business metrics and enabling proactive decision-making. • Conducted an in-depth analysis to evaluate the impact of changes made to the registration form on client behavior related to registration, activation, and validation. • Utilized various visualizations and reports to analyze and evaluate the effectiveness of marketing campaigns across different countries and brands, providing insights into client engagement and behavior. • Managed multiple reconciliation projects, conducting daily checks on the execution of trades across various systems and ensuring accurate calculation of client profits. • Developed and maintained SAP BI dashboards to monitor server performance and execution times, providing real-time insights into server overload and performance issues. • Presented findings and recommendations on the bonus abuse and server performance projects at an internal conference, highlighting the impact of data-driven analysis and insights on business decision-making. • Maintained an external BI system, resp
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Impact Tech LTD | Sep 2019 - Aug 2020

Data Scientist

• Focused on building a Sentiment Analysis - Text classification project using deep learning. • Built and experimented with different architectures, collected and analyzed data for the task. Built project with Python and TensorFlow, as well as scientific packages Numpy, Pandas and Scikit-learn. • Worked on Predictive lead scoring project, classifying hot leads from pool of applying students. • Created visualizations with Python (matplotlib, seaborn) to get better understanding of the data. • Developed different techniques (class weight balancing, oversampling) to deal with class imbalance problem in text classification dataset. Implemented data augmentation techniques to create larger dataset for training purposes. • Hyperparameter tuning to find optimal values with different approaches (grid search and random search).

My Education

Take a look at my formal education

Master's degree, Computer ScienceUniversity of Southern California | 2019
Bachelor's degree, MathematicsUniversity of Nottingham | 2017

About Me

George Eliades

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