Arbër H.

Key Skills

Software

Don't disclose

Top Subject Matter

Student performance prediction (education/edtech)

Low-resource language social media clustering (NLP)

Student success prediction (education/ML)

Top Data Types

Text

Video

Top Task Types

Classification

Freelancer Overview

User Evaluation of a Machine Learning-Based Student Performance Prediction (Platform). Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Master of Science, University Ukshin Hoti (2020) and Bachelor of Science, University Ukshin Hoti (2018). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Student Performance Prediction Using AI and ML: State of the Art

Don't discloseTextClassification

Worked on an AI/ML project for student performance prediction based on state-of-the-art methods. Prepared and published research through a Mediterranean conference on embedded computing. Focused on building and refining ML-based predictors for student performance outcomes. • Applied AI/ML methods for student performance prediction • Evaluated and improved prediction approach for research readiness • Produced conference publication deliverables • Advanced project development during Jan 2026–Present

2026 - Present

Factors Influencing Student Academic Performance and Career Choices

Don't discloseTextClassification

Researched factors influencing student academic performance and career choices using AI and data-driven methods. Produced conference publication content describing the study’s findings and modeling approach. Focused on deriving predictive or explanatory relationships between student factors and outcomes. • Analyzed factors impacting academic performance and career choices • Developed AI/ML-driven insights for educational outcomes • Prepared conference materials for publication • Contributed to ongoing research work during Jan 2026–Present

2026 - Present

Predictive Modeling of Student Success Using Machine Learning

Don't discloseTextClassification

Built predictive modeling work to estimate student success using machine learning methods for education analytics. Produced research materials culminating in publication in an information technologies & security journal. Focused on developing models that support student success prediction as a supervised learning task. • Created ML-based predictive models for student success • Modeled relationships between student factors and outcomes • Prepared research documentation for journal publication • Advanced model development during Jan 2026–Present

2026 - Present

Challenges and Solutions in Clustering Low-Resource Language Social Media Text

Don't discloseText

Developed and evaluated clustering solutions for challenges in low-resource language social media text. Used unsupervised algorithms to analyze and assess data structure and clustering behavior for low-resource language content. Prepared and supported research publication in an interactive mobile technologies journal. • Applied unsupervised clustering to social media text • Evaluated clustering outcomes and data patterns • Addressed low-resource language challenges in text data • Supported journal publication activities during Jan 2026–Present

2026 - Present

User Evaluation of a Machine Learning-Based Student Performance Prediction (Platform)

Don't discloseText

Conducted user evaluation of a machine learning-based student performance prediction platform to assess output quality and performance. Worked on evaluating ML model behavior and the effectiveness of the predictive approach in the student performance context. Supported research publication efforts tied to platform-based ML evaluation. • Evaluated predictions from an ML student performance model • Assessed platform outputs against evaluation goals • Refined evaluation approach for publication readiness • Contributed to research outputs during Jan 2026–Present

2026 - Present

Education

Work History