Isabella Cappiello

Junior Data Scientist | Research Analyst

LinkedIn | Interactive Shiny Dashboard | 📄 Download Full CV (PDF)

Double Degree MSc Candidate (IT/FR) specializing in Causal Inference, Spatio-Temporal ML, and programmatic pipelines for policy evaluation. Balancing graduate research with full-time STEM knowledge transfer.

---

🔬 Core Expertise & Technical Stack

Category	Skills & Frameworks
Methodologies	Causal Inference (Staggered DiD), Spatio-Temporal Statistics, Advanced Econometrics
Technical Stack	R (tidyverse, sf, leaflet), Python (scikit-learn, pandas), SQL, Git, R Shiny
Languages	English (C1 - Professional), Italian (Native), French (A2)

---

🚀 Featured Research & Production Pipelines

📍 Spatio-Temporal Analysis: Impact of "1-Euro Houses"

• Context: Master's Thesis Project | R, Shiny, sf, leaflet
• Harmonized 20+ years of ISTAT/MEF institutional datasets (7,900+ municipalities) via recursive spatial algorithms to handle administrative boundary changes.
• Estimated socio-economic treatment effects utilizing Staggered Difference-in-Differences (DiD).
• 🌐 Live App: Explore the Interactive Geospatial Dashboard

🏫 Institutional Knowledge Transfer & Operations

• Role: STEM Educator (Data Analytics & Digital Literacy)
• Designing and executing data integrity workflows and computational logic training for 200+ users in public institutions.