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Thekla Andreou

@theklaandreou

Aspiring data scientist applying Python and machine learning to emotion classification, medical prediction, and similarity analysis.

Cyprus
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What I'm looking for

I'm seeking an entry-level opportunity in Data Science or Data Analytics where I can further develop my technical skills and contribute to meaningful projects.

At the University of Nicosia, I contributed to a Python emotion-classification project that compared several models; Linear SVM achieved 91% accuracy on the hold-out validation set.

I also developed and evaluated classification models for cervical cancer prediction, using patient risk-factor data, preprocessing, and model evaluation. In a separate NBA player comparison project, I used similarity analysis to compare player profiles across 12 seasons.

As an Insurance Processing Officer at ERB ASFALISTIKI, I processed and updated insurance contracts and prepared monthly reports using Microsoft Excel. I balanced full-time work with my postgraduate studies, which I independently financed.

Experience

Work history, roles, and key accomplishments

EA

Insurance Processing Officer

ERB Asfalistiki

Jan 2023 - Jan 2026 (3 years)

Processed and updated client insurance contracts within the company system. Prepared monthly reports using Microsoft Excel to support underwriting and administrative operations.

Education

Degrees, certifications, and relevant coursework

University of Nicosia logoUN

University of Nicosia

Master of Science, Data Science

2024 -

Grade: 3.376/4.00

Activities and societies: Machine Learning Project – Emotion Classification; Machine Learning Project – Cervical Cancer Prediction; Similarity Analysis Project – NBA Player Comparison

Pursuing an MSc in Data Science with a GPA of 3.376/4.00, including coursework in machine learning, artificial intelligence, and data programming. Completed academic projects in emotion classification, cervical cancer prediction, and NBA player similarity analysis.

Google Cloud logoGC

Google Cloud

Badge, Data Analytics

Earned the Google Cloud Skills Badge for deriving insights from BigQuery data.

IBM logoIB

IBM

Certification, Data Science

Completed Coursera certifications in Data Analysis with Python, Databases and SQL for Data Science with Python, and Data Visualization and Dashboards with Excel and Cognos.

University of Cambridge International Examinations logoUE

University of Cambridge International Examinations

IGCSE, English Language

Achieved IGCSE English as a Second Language certification.

ECDL Foundation logoEF

ECDL Foundation

Diploma, Computer Literacy

Earned the ECDL Diploma, demonstrating proficiency in essential computer skills.

National and Kapodistrian University of Athens logoNA

National and Kapodistrian University of Athens

Bachelor of Science, Mathematics

2018 - 2023

Grade: 6.43/10

Earned a BSc in Mathematics with a grade of 6.43/10, specializing in Applied Mathematics. Studied statistics, stochastic processes, and informatics.

SL

Soleas Lyceum

High School Diploma, General Education

2015 - 2018

Grade: 19.00/20

Completed high school education with a grade of 19.00/20, focusing on mathematics, informatics, chemistry, physics, and modern Greek.

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