Impact milestones
Ranked by impact: scale of value or output first, then reach and recognition, then foundational firsts.
- #12025–2026Solara286M+
Lines of production code delivered single-handedly with 32 AI agents in 8 teams
Audited at about 274.8 person-years — roughly 275 engineers for one year, about CHF 30.1M salary-equivalent.
Read the full experience → - #22019–2024DSM-Firmenich€70M+
Projected value of the R&D portfolio delivered by a 15+ FTE organisation
Recognised by DSM’s scientific community and leadership.
Read the full experience → - #32019–2024DSM-Firmenich€30M+ / yr
Projected value of an AI digital twin replacing in-vivo UV-filter experiments
Ideated, led and coordinated the research.
Read the full experience → - #42024–2025EPAM Systems35
Generative AI use cases mapped across all seven divisions of a Tier-1 Swiss bank
The technical RFI response behind EPAM’s preferred-vendor status with a Tier-1 Swiss bank (proposal work, no implementation).
Read the full experience → - #52020DSM-Firmenich−48%
Manufacturing-plant downtime cut by an AI digital twin
Best DSM Corporate Research Project award in AI/ML, 2020 — LSTM and self-attention on 768 real-time sensor streams.
Read the full experience → - #62018Fair Trade Handels+561%
Quarterly revenue from a predictive marketing campaign
2018 World Cup campaign; also 8% shipping-cost savings and +12% customer conversions.
Read the full experience → - #72012–2013United Nations1.2B
Records in a climate and agrobiodiversity data architecture
With time-series analysis across 3,875 sensors in 12 countries.
Read the full experience → - #82019–2024DSM-Firmenich€1.5M / yr
ROI from AI-driven lab automation (chromatogram recognition)
Plus €1.2M annual savings through workflow automation, with Loughborough University.
Read the full experience → - #92025–2026Solara28300+
Business functions in an AI-native multi-tenant commerce platform
Five languages, 9+ store verticals and a GDPR-native architecture, taken to production readiness.
Read the full experience → - #102012–2013United NationsCOP 10
Data-platform criteria presented to Prime Ministers at UNCCD COP 10
Recommended criteria for national and international data platforms for desertification datasets.
Read the full experience → - #112010United Nations CGIARStandard
Darwin Core Germplasm international data standard
Presented at the Biodiversity Information Standards (TDWG) conference 2010, Woods Hole, USA.
Read the full experience → - #121998–2002CapodannoRoma, Helloitaly & Radio&Data Communications15,000+
Hotels in Italy’s first online travel portal, later acquired by Expedia Group
Helloitaly.it, co-architected and built; 500% global revenue growth.
Read the full experience → - #132013–2018Nespresso (Nestlé)All markets
Unified data-layer infrastructure across every online Nespresso market
Built with DevOps principles and a CI/CD pipeline.
Read the full experience → - #142019–2024DSM-FirmenichFDA
Global strategy for CDISC-SEND clinical data standards
Extended to animal nutrition research to enable rapid submission of results to the FDA.
Read the full experience → - #152019–2024DSM-Firmenich−80%
AI team turnover after a dedicated talent strategy
Part of founding the Digital Hub in Poland, which saved €650,000 a year.
Read the full experience → - #162002–2011United Nations CGIAR40+ → ~12
Institutional knowledge platforms rationalised under common governance
Common taxonomy, metadata and governance standards across the estate.
Read the full experience → - #171994–2006CapodannoRoma, Helloitaly & Radio&Data Communications285,000
Companies reached monthly by three B2B technology magazines
Launched “Internet and Databases” before the age of 20.
Read the full experience → - #181994CapodannoRoma, Helloitaly & Radio&Data CommunicationsFirst in Italy
B2C e-commerce platform for live-event ticketing
Founded, architected and scaled CapodannoRoma.
Read the full experience → - #192018Fair Trade HandelsFirst
Department of Data Science & Reporting created
As Head of Data Science and member of the senior management team.
Read the full experience → - #202025–2026Solara28Open source
Published the Buonaiuto-Doc4LLM MCP server
Version-aware official documentation for AI coding assistants, eliminating API hallucinations.
Read the full experience → - #212002–2011United Nations CGIAR
- #222002–2011United Nations CGIAR40+
Master’s theses supervised in digital and data science
Academic Committee, Faculty of Engineering in Information Science, University of Rome San Paolo.
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