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irenedenevi/README.md

Hi 👋 I'm Irene De Nevi

🚀 Big Data & AI Engineer @ Capgemini

I'm a Big Data & AI Engineer with hands-on experience in data engineering, AI-powered backend systems, and intelligent agent development.
I design scalable data pipelines, integrate AI models into production environments, and contribute to complex distributed architectures.

I have international experience across Italy (Milan) and France (Grenoble), working on data engineering, analytics, and AI-driven solutions.
I also contributed to the architectural design of the Digital Twin for Bergamo Airport, supporting digital transformation and data‑driven decision‑making in the aviation sector.

I’m passionate about continuous learning, modern big data platforms, and agentic AI, and I enjoy collaborating on international, high‑impact innovation projects.

🛠️ Technical Skills

🧑‍💻 Programming Languages

  • Python, R, C++, Bash, Java, Scala

Python R C++ Bash Java Scala

📊 Big Data, AI & Backend

  • Apache Spark, Databricks
  • FastAPI, WebSockets, TCP/UDP, ZeroMQ
  • AI/ML: TensorFlow, PyTorch, Hugging Face

Apache Spark Databricks FastAPI TensorFlow PyTorch Hugging Face

WebSockets TCP/UDP ZeroMQ

🗄️ Databases, Cloud & DevOps

  • SQL & NoSQL : T-SQL, MySQL, PostgreSQL, Oracle, MongoDB
  • Apache Airflow, Docker , Terraform
  • Cloud services : Azure, AWS

Microsoft SQL Server MySQL PostgreSQL Oracle MongoDB Apache Airflow Docker Terraform Microsoft Azure AWS

🏗️ Public Working Projects

✈️ AVIO — Digital Twin for Bergamo Airport

Contributed to the architectural design and development of a digital twin platform enabling real‑time data integration, predictive analytics, and operational optimization for airport operations. Conducted research on the integration of AI technologies for the airport as the subject of my master's thesis in Responsible AI.

🔗 http://www.txtgroup.com/passion-for-innovation/avio

📚 Currently Learning & Certifications

  • 🎓 Microsoft Azure AI Solutions (AI‑102) — in progress

🌐 Connect with Me

⭐ Open to collaborating on international data engineering and AI innovation projects! ``

Pinned Loading

  1. Heart_Disease Heart_Disease Public

    Jupyter Notebook 1

  2. bank-marketing-campaign-analysis bank-marketing-campaign-analysis Public

    This project performs exploratory data analysis (EDA) and builds classification models to predict whether a client will subscribe to a term deposit based on direct marketing campaign data. The mark…

    Jupyter Notebook

  3. banks-etl-pipeline banks-etl-pipeline Public

    An automated ETL (Extract, Transform, Load) data pipeline that extracts information about the world's top 10 largest banks by market capitalization from Wikipedia, transforms the data with multi-cu…

    Jupyter Notebook

  4. Fine-Grained-Pet-Classification-Challenge Fine-Grained-Pet-Classification-Challenge Public

    Jupyter Notebook

  5. Physics_lab Physics_lab Public

    Physics BSc Laboratory 3 repository with exercises in numerical methods, data analysis, fitting, and simulations using C++, Python, and MATLAB. topics: physics laboratory3 numerical-methods ode pde…

    C++