Experience

Roles

  1. Lead Data Scientist

    · Life360

    Jan 2025 – Present · Remote / Milan, Italy

    Design causal measurement pipelines and agentic workflows for Life360's advertising business, serving ad campaigns across millions of geolocated users.

    • Agentic workflows: custom Claude agents with tool use and MCP servers (Databricks, Atlassian) embedded in daily analytics, data-QA and pipeline-triage operations.
    • Causal ML and experimentation: uplift/CATE models, geo-experiments and synthetic-control incrementality for multi-million-user ad campaigns.
    • AI enablement: author reusable Claude skills and Claude Code workflows; lead firm-wide AI adoption across analytics teams with internal standards, onboarding playbooks and office hours.
  2. fantix.ai logo

    Data Science external consultant (part-time)

    · fantix.ai

    Jan 2023 – Dec 2025 · Remote

    Created a Graph Machine Learning algorithm for multimodal link prediction, evaluated digital-twin synthetic models and scaled look-alike models to big-data applications.

  3. Eni logo

    Senior Data Scientist

    · Eni

    Jan 2020 – Dec 2025 · Milan, Italy

    Led a small team developing AI-driven algorithms for reputation analysis and measurement. Managed projects integrating generative AI, NLP and Transformer models to enhance data-driven decision-making across computing, communications and public-relations sectors, and coordinated with external suppliers to deliver high-quality solutions.

    • Advanced Analytics: reputation KPIs, metrics for online and offline visibility, micro-audience analysis with graph techniques and BigQuery.
    • ML and NLP: fine-tuned transformers for classification tasks; LLMs for data generation, summarization, information extraction and Q&A; scikit-learn models for classification and anomaly detection.
    • Technical Leadership: supervised cloud development, ETL and AI-integrated reporting (AWS, SageMaker).
    • OSINT: web scraping, graph techniques and dynamic topic modelling with BerTopic, GraphTopic and LLM agents.
  4. ST Microelectronics, Leonardo, INAF logo

    Earlier roles

    · ST Microelectronics, Leonardo, INAF

    Jan 2018 – Dec 2020 · Italy

    Three consecutive roles bridging research and industry.

    • Device Engineer at ST Microelectronics: yield analytics on semiconductor manufacturing processes.
    • Data Science Intern at Leonardo: PCA on stochastic systems, real-time object detection.
    • Astronomer at INAF on the Cherenkov Astri-Horn telescope prototype.