Nicolas Fantoni
Platform engineer @ Imola Informatica S.p.a.
Imola, Italy
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Platform Engineer at Imola Informatica, where he focuses on creating secure and scalable Internal Developer Platforms (IDPs) in highly regulated context. With a strong background in Cloud Native and Supply Chain Security, he specializes in bridging the gap between legacy constraints and modern DevOps word. Pragmatic by nature and an advocate for cultural change, when not hardening Kubernetes clusters or building new automations, you will find him fueling his passion for engines and anything that can be driven.
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AIGenOps: Integrating Generative AI into Platform Engineering for Regulated Software
The integration of generative AI into platform engineering offers significant opportunities to optimize and automate workflows, especially in regulated software development contexts. Unfortunately, embedding a continuous generating cycle can result in hours of sometimes excessive processing and production that does not produce value. In this talk, we will look at how to take a zero-trust approach to ensure security and compliance, without affecting processes already in place, and preventing massive production of unnecessary items. Through practical strategies, we will propose how generative AI can be incorporated into platform engineering in regulated scenarios by letting the user approve the deliverable without burdening it with significantly more work than normal, avoiding the generation of broken code for review. Preferring instead to focus on efficiently addressing priority critical reports and filling key gaps in test coverage.
Uso Consapevole degli LLM: Efficienza e Sostenibilità in Pratica
L’intelligenza artificiale generativa ha un potenziale enorme, ma anche un costo ambientale significativo. In questo talk vedremo come rendere l’uso dei Large Language Model più efficiente e sostenibile attraverso tecniche come quantizzazione, pruning e distillazione.
Attraverso casi d’uso concreti, esploreremo i vantaggi dell’ottimizzazione dei modelli: analizzeremo le differenze in termini di dimensione, velocità, consumo di risorse e qualità delle risposte. Parleremo anche di modelli già “green by design” e di strumenti open source per lavorare con modelli più piccoli ma ancora efficaci.
Un talk tecnico, pratico e orientato a chi vuole integrare l’AI nei propri prodotti in modo più consapevole e sostenibile.
BetterSoftware 2025 - Sustainable IT Edition Sessionize Event
KCD Denmark 2024 Sessionize Event
Nicolas Fantoni
Platform engineer @ Imola Informatica S.p.a.
Imola, Italy
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