Stavroula K
@stavroulak
Analytical mathematician skilled in statistics and data analysis, transforming complex data into actionable insights.
What I'm looking for
I am an analytical mathematician with advanced training in statistics, actuarial-financial mathematics and applied mathematics, seeking to transition effectively into corporate data roles.
My experience spans statistical education, large-scale public-data work and AI data projects where I performed annotation, quality assurance, transcription and speech validation tasks.
I have led QA activities for multiple LLM and translation evaluation projects and served as an assistant supervisor for the national population-housing census, demonstrating reliability in data collection and validation.
I combine strong technical foundations (R, Python, Excel), formal IT certification (ECDL) and high-level English proficiency to communicate complex quantitative results clearly to non-technical stakeholders.
Experience
Work history, roles, and key accomplishments
Greek Language Annotator
Your Personal AI
Jul 2025 - Present (4 months)
Annotated Greek language data to improve model accuracy and consistency across NLP tasks, contributing to dataset quality for production ML pipelines.
Managed QA for translation and LLM evaluation projects, defining test criteria and workflows that ensured data quality and reduced review rework.
Collected and validated speech data for voice datasets, ensuring recording quality and accurate metadata for ASR training.
Evaluated multilingual model responses for relevance and quality, providing structured feedback to improve LLM performance across languages.
Transcriptionist
OneForma
Mar 2025 - May 2025 (2 months)
Performed audio transcription tasks with high accuracy, delivering time-aligned transcripts for speech and language projects.
Led QA for the Iris project, establishing review processes and metrics that improved data consistency and reduced defects.
Teacher of Mathematics
Directorate of Secondary Education Rhodope
Jan 2024 - Apr 2025 (1 year 3 months)
Taught mathematics to middle-school students, developing curricula and improving student performance through targeted instruction and assessment.
Translated project content for the Titan project, ensuring linguistic accuracy and cultural appropriateness for target audiences.
Evaluated math-related content for quality and correctness, providing ratings and feedback to improve dataset accuracy.
AI Training Specialist
Outlier
May 2024 - Jun 2024 (1 month)
Contributed to AI training tasks, labeling and validating data to support model training and evaluation workflows.
Identified and reported defects across data and tooling, improving platform reliability and dataset integrity.
Assistant Supervisor
Hellenic Statistical Authority
Jan 2021 - Jan 2022 (1 year)
Assisted supervision of the 2021 Population-Housing Census operations in Komotini, coordinating field teams and ensuring data collection accuracy.
Administrative Officer
Region of Eastern Macedonia and Thrace
Jan 2013 - Jan 2014 (1 year)
Provided administrative support within the Economic Department, managing documentation and assisting with departmental operations.
Mathematics Tutor
Private Tutoring Institutes
Jan 2006 - Jan 2013 (7 years)
Delivered mathematics instruction to secondary students across multiple institutes, improving exam readiness and subject comprehension.
Education
Degrees, certifications, and relevant coursework
University of the Aegean
Postgraduate Studies, Statistics and Data Analysis
2022 - 2024
Postgraduate studies in the Department of Statistics and Actuarial-Financial Mathematics with focus on statistics and data analysis.
Democritus University of Thrace
Postgraduate Studies, Applied Mathematics
2020 - 2022
Postgraduate studies in the Department of Civil Engineering in the Applied Mathematics program.
Athens University of Economics and Business
Bachelor of Science, Statistics
2019 - 2022
Undergraduate studies in the Department of Statistics with coursework in statistical methods and analysis.
University of Crete
Bachelor of Science, Mathematics
2001 - 2006
Undergraduate studies in the Department of Mathematics covering advanced mathematical theory and problem solving.
Availability
Location
Authorized to work in
Job categories
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