Open to opportunities

Fatjona Murrani

@fatjonamurrani

Message

I build interpretable machine learning models that turn complex data into actionable insights.

Albania

Message

What I'm looking for

I'm seeking opportunities to contribute to cutting-edge data science and AI work, solve real-world problems with data, and continue growing professionally.

I've applied statistical analysis and machine learning to gut microbiome abundance data to model cardiovascular disease risk, using R and SHAP to identify influential microbial features.

As a junior Data Scientist and ML Developer, I preprocessed and explored public transport satisfaction data, then built Linear, Ridge, Random Forest, and Gradient Boosting models to identify key predictors supporting service optimization.

I've also supported hands-on R training for biological data analysis, helping participants apply statistical analysis and reproducible workflows.

With a Bachelor's degree in Mathematics and ongoing Master's studies in Data Science and Artificial Intelligence at the University of Tirana, I'm eager to apply data and AI to real-world challenges.

Experience

Work history, roles, and key accomplishments

Assistant Trainer - BioData Analysis Training School

BioData Analysis Training School

Dec 2025 - Dec 2025 (0 months)

Supported hands-on R training for biological data analysis, assisting participants with statistical analysis and reproducible workflows during the training.

R Statistical Analysis

Research Intern - Data Science & Machine Learning

Microbiome Analytics

Oct 2025 - Oct 2025 (0 months)

Applied statistical analysis and machine learning to gut microbiome abundance data to model cardiovascular disease risk. Preprocessed high-dimensional dataset, performed feature selection and dimensionality reduction, and built predictive models including Random Forest, SVM (CLR + RBF), Elastic Net, and XGBoost.