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Albijana Shala
Looking for a jobMachine Learning & AI Fluency Intern
I build applied machine learning models using rigorous mathematics, Python, and interpretable data analysis.
KosovoMachine Learning & AI Fluency Intern at FlyRank
About
I'm a mathematics graduate pursuing an MSc in Computer Science, translating theoretical foundations into applied machine learning and data-driven problem-solving.
In a cross-national PISA 2022 study, I built a stacking model using LightGBM, XGBoost, and Logistic Regression for 489,000 adolescents across 65 economies, reaching 79.1% accuracy and 0.875 AUC. I also used SHAP to connect feature importance with GDP per capita.
I'm currently progressing through FlyRank's Machine Learning and AI Fluency internship tracks while teaching mental arithmetic and logic at Brainobrain Kosova. My work combines Python, computer vision, model evaluation, and clear communication of complex concepts.
Experience
Machine Learning & AI Fluency Intern
Progressing through a structured ML internship roadmap covering data exploration, model training/evaluation, problem framing, and applied ML workflow in Jupyter/Colab. Completing a parallel AI Fluency track on structured collaboration with AI tools for coding, analysis, and problem-solving.
Machine LearningData ExplorationModel TrainingModel EvaluationJupyterColabsAI Tools
Mathematics & Logic Trainer
Design and deliver lessons in mental arithmetic, logic, and structured problem-solving across multiple age groups. Break down abstract concepts into clear explanations and track learner progress, adapting teaching strategies based on individual performance patterns.
MathematicsLogicProblem SolvingLesson PlanningCommunication Skills
Education
University of Prishtina
Pursuing an MSc in Computer Science with coursework in advanced algorithms, machine learning, and software systems.
University of Prishtina
Completed a BSc in Mathematics covering linear algebra, probability and statistics, calculus, numerical methods, stochastic processes, discrete mathematics, and information security and privacy.
DeepLearning.AI
Completed the Machine Learning Specialization from DeepLearning.AI and Stanford Online on Coursera.
Anthropic
Completed the AI Fluency: Framework & Foundations certification from Anthropic.
Anthropic
Completed the Claude Code 101 certification from Anthropic.