FBData Analyst Intern

Master's student in Statistics preparing for a data career

I am a graduate Statistics student developing analytical and quantitative skills to move into applied data work.

Work samples

A selection of academic projects and practice work that demonstrate statistical modeling, data analysis, and related programming skills completed during my Master's program.

  • Academic Performance & Educational Data Mining
    Academic Performance & Educational Data Mining

    Modeled score variance across exam difficulty tiers using Kernel Density Estimation (KDE) and identified high-risk demographic clusters linked to severe sleep deprivation. Delivered an end-to-end interactive Tableau dashboard supported by custom multi-variable SQL extraction queries.

    KDESQLTableau

About me

I am a graduate Statistics student developing analytical and quantitative skills to move into applied data work.

I am Francesco Bagnini, a Master's student in Statistics preparing to start my career. I have limited formal work experience and I am focused on building technical skills and project experience as I finish my graduate studies.

Experience

Data Analyst Intern

ISTAT (Italian National Institute of Statistics) · May 2026 – July 2026

Field Survey & Data Collector

Modus (for Unicoop Firenze) · Sept 2023 – Apr 2024

Logistics & Operations Specialist

Classervices · Jan 2023 – Jan 2025[cite: 8, 9]

Education

Università degli Studi di Firenze

MSc in Statistics and Data Science

Università degli Studi di Firenze

BSc in Statistics (Laurea Triennale) · Class of 2024

Skills

Statistical modelingProbability theoryRegression analysisData visualizationStatistical programming (e.g., R or Python)Hypothesis testingData cleaning and preprocessing

Academic Performance & Educational Data Mining

Modeled score variance across exam difficulty tiers using Kernel Density Estimation (KDE) and identified high-risk demographic clusters linked to severe sleep deprivation. Delivered an end-to-end interactive Tableau dashboard supported by custom multi-variable SQL extraction queries.

KDESQLTableau
View all work

COVID-19 Epidemiological Tracking & Time Series Analysis

Analyzed regional transmission dynamics across 21 Italian administrative areas, identifying logarithmic growth rates and outbreak peaks.

View all work