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mattia pavanMP
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mattia pavan

@mattiapavan

Senior Data Scientist at Spindox Labs, running production smart-meter forecasts and building open-source benchmarks for time-series foundation models.

Italy
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At Spindox Labs, I own a production probabilistic forecasting service for smart-meter fleets, using per-device and per-community LightGBM models with conformal prediction intervals. I also maintain the Prefect and dbt pipelines that feed the service.

I built an open-source forecasting engine and reproducible benchmark comparing gradient boosting with time-series foundation models. For a grid operator, I built an explainable weather-driven fault early-warning model from outage records and LLM-classified fault reports.

Previously at Be Consulting, I built a retrieval-based question-answering system over regulatory documents and a computer-vision pipeline for detecting document alterations. At Deloitte Consulting, I developed transaction anomaly detection that cut investigation time from three hours to one per cycle.

Experience

Work history, roles, and key accomplishments

SL
Current

Senior Data Scientist, Energy Analytics

Spindox Labs

Oct 2025 - Present (1 year)

Technical lead for Spindox on Horizon Europe projects, owning a production probabilistic forecasting service for smart-meter fleets and building an open-source forecasting benchmark. Also develops LLM/RAG, anomaly-detection, and computer-vision systems with MLOps.

BC

Senior Data Scientist

Be Consulting

Jun 2024 - Oct 2025 (1 year 4 months)

Built and evaluated a retrieval-based question answering system over regulatory documents and designed a computer vision pipeline for detecting manual alterations in official documents.

BC

Data Scientist

Be Consulting

Apr 2023 - Jun 2024 (1 year 2 months)

Led a supervised loan-risk model used in credit decisions, from target definition and exclusion rules to documenting its limits and failure cases for non-technical reviewers.

DC

Robotic Process Automation Consultant

Oct 2021 - Feb 2022 (4 months)

Consulted on robotic process automation projects, likely involving automation of business processes.

Education

Degrees, certifications, and relevant coursework

Università di Trento logoUT

Università di Trento

Master of Science, Mathematics and Statistics for Life and Social Sciences

2019 - 2021

MSc in Mathematics with a focus on Mathematics and Statistics for Life and Social Sciences, including a thesis on asymptotic expansions in the HJM framework.

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