Experience & Education
My journey: work, university, publications and certifications.
Work experience
Nov 2025 — Present
Consulting Software Engineer
Healthy Reply · Padua (hybrid)
- Backend architecture: real-time data ingestion pipelines on InterSystems IRIS and HL7 FHIR-compliant RESTful APIs (authentication, sanitisation, semantic validation).
- TrakCare EHR development & maintenance: core code changes, code table management, deep analysis of data and globals in the multidimensional database.
- Test automation: custom suite built from scratch in Java, Selenium and JDBC with hybrid UI/API/Database coverage; significant reduction in regression time.
- GenAI: internal RAG-based assistant (vector search, re-ranking, query expansion, prompt engineering) to generate ObjectScript code and technical documentation.
Education
2023 — 2025
MSc in Computer Engineering
University of Padua
- Thesis: "Conditioning Sound Generation with Emotions" — Deep Learning applied to audio signals and time series.
- Search Engines course: CLEF 2024 competition with scientific publication (2nd place).
- Graph Databases course: music domain semantic ontology with GraphDB, SPARQL and SHACL.
2020 — 2023
BSc in Computer Engineering
University of Padua
- Thesis: comparative analysis of deep learning techniques for virus identification.
Publications & competitions
PDF
SEUPD@CLEF: Team IRIS on Temporal Evolution of Query Expansion and Rank Fusion Techniques Applied to Cross-Encoder Re-Rankers
Notebook paper for the LongEval Lab, CLEF 2024 — with M. Rigobello, M. Schibuola, R. Zuech, N. Ferro.
PDF ↗ PDFMaster Thesis in Computer Engineering — Conditioning Sound Generation with Emotions
Supervisor Prof. Antonio Rodà, co-supervisor Dott. Matteo Spanio — University of Padua, A.Y. 2024/2025.
PDF ↗