Edoardo Bolzoni

Designed and implemented a complete data solution for managing political administration scenarios, from data storage to analysis. • Designed a 𝐑𝐞𝐥𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞 schema to model complex interactions between voters, parties, and coalitions. • Developed advanced SQL Queries on 𝐏𝐨𝐬𝐭𝐠𝐫𝐞𝐒𝐐𝐋 to extract insights, such as party rankings and voter participation metrics. • Built a 𝐃𝐚𝐭𝐚 𝐌𝐚𝐫𝐭 using Dimensional Modeling to analyze historical funding trends and financial flows.

Implemented a modular 𝐏𝐚𝐫𝐭𝐢𝐜𝐥𝐞 𝐒𝐰𝐚𝐫𝐦 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧 (𝐏𝐒𝐎) solver from scratch in Python to handle high-dimensional optimization problems. • Developed the core 𝐏𝐚𝐫𝐭𝐢𝐜𝐥𝐞𝐂𝐚𝐧𝐝𝐢𝐝𝐚𝐭𝐞 and 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐞𝐫 classes, defining velocity and position update logic based on global/local bests. • Extended the 𝐬𝐨𝐟𝐭𝐩𝐲 𝐥𝐢𝐛𝐫𝐚𝐫𝐲 to build a fully object-oriented, modular, and reusable solver structure. • Successfully validated the algorithm's convergence on complex benchmark functions like 𝐒𝐩𝐡𝐞𝐫𝐞 and 𝐑𝐚𝐬𝐭𝐫𝐢𝐠𝐢𝐧.

End-to-end Machine Learning pipeline to predict corporate 𝐄𝐒𝐆 (𝐄𝐧𝐯𝐢𝐫𝐨𝐧𝐦𝐞𝐧𝐭𝐚𝐥, 𝐒𝐨𝐜𝐢𝐚𝐥, 𝐆𝐨𝐯𝐞𝐫𝐧𝐚𝐧𝐜𝐞) 𝐫𝐚𝐭𝐢𝐧𝐠𝐬 combining financial and environmental datasets. • Engineered a robust preprocessing pipeline using 𝐒𝐜𝐢𝐤𝐢𝐭-𝐥𝐞𝐚𝐫𝐧, implementing Column Transformers and custom imputation strategies. • Applied 𝐏𝐂𝐀 for dimensionality reduction and utilized 𝐍𝐞𝐬𝐭𝐞𝐝 𝐂𝐫𝐨𝐬𝐬-𝐕𝐚𝐥𝐢𝐝𝐚𝐭𝐢𝐨𝐧 to ensure unbiased model selection. • Achieved a final performance of R² 0.976 on the test set.

Analyzed the legal and ethical "liability gaps" in Autonomous AI systems, distinguishing between simple automation and true agency. • Examined critical 𝐜𝐮𝐥𝐩𝐚𝐛𝐢𝐥𝐢𝐭𝐲 𝐠𝐚𝐩𝐬 (Responsibility, Knowledge, Intentionality) across Symbolic, Connectionist, and Genetic architectures. • Evaluated modern 𝐋𝐋𝐌 𝐥𝐢𝐦𝐢𝐭𝐚𝐭𝐢𝐨𝐧𝐬 using recent benchmarks (e.g., 𝐆𝐒𝐌-𝐒𝐲𝐦𝐛𝐨𝐥𝐢𝐜) to differentiate true reasoning from advanced pattern matching.

• Actively contributed to improving Google Maps data quality and user experience for millions of users by providing accurate reviews, photos, and information. • Achieved Level 7 status through consistent and high-quality contributions, demonstrating attention to detail and a commitment to community-driven platforms. [🇮🇹 IT] • Contribuito attivamente a migliorare la qualità dei dati e l'esperienza utente di Google Maps per milioni di persone, fornendo recensioni, foto e informazioni accurate. • Raggiunto il Livello 7 grazie a contributi costanti e di alta qualità, dimostrando attenzione al dettaglio e impegno verso le piattaforme guidate dalla comunità.

Collaborate with a team of volunteers during the annual one-day food drive to collect and organize donations for the local community. [🇮🇹 IT] Collaboro con un team di volontari durante l'annuale giornata di raccolta alimentare per raccogliere e organizzare le donazioni per la comunità locale.

As an official Event Volunteer at AI WEEK 2025, Europe's largest event dedicated to Artificial Intelligence, I supported the management of over 17,000 attendees at Rho Fiera Milano. I contributed to the smooth execution of the event by assisting in logistical coordination, managing participant flow, welcoming guests and speakers, and handling unexpected situations with flexibility and problem-solving skills. [🇮🇹 IT] In qualità di volontario ufficiale alla AI WEEK 2025, il più grande evento europeo dedicato all’Intelligenza Artificiale, ho contribuito alla gestione di oltre 17.000 partecipanti presso Rho Fiera Milano. Ho supportato l’organizzazione dell’evento occupandomi della logistica, della gestione dei flussi, dell’accoglienza di ospiti e speaker e della risoluzione di imprevisti in tempo reale, mettendo in campo flessibilità e capacità di problem solving.

• Designed and delivered a compelling presentation titled "Abandon all hope, ye who play!" during the school's Open Days. • Engaged an audience of prospective students and parents, effectively communicating complex topics in an accessible and memorable way. [🇮🇹 IT] • Progettato e tenuto una presentazione di forte impatto dal titolo "Lasciate ogne speranza, voi che giocate!" durante gli Open Day dell'istituto. • Coinvolto un pubblico di futuri studenti e genitori, comunicando efficacemente argomenti complessi in modo accessibile e memorabile.

• Managed the social media presence for the environmental association "Puliamo Landriano," creating content to increase community engagement and event participation. • Organized and actively participated in local clean-up initiatives, contributing directly to the environmental well-being of the community. [🇮🇹 IT] • Gestito la presenza sui social media per l'associazione ambientale "Puliamo Landriano", creando contenuti per aumentare il coinvolgimento della comunità e la partecipazione agli eventi. • Organizzato e partecipato attivamente a iniziative di pulizia locali, contribuendo direttamente al benessere ambientale del territorio.