Projects
Software engineering, artificial intelligence, multi-agent systems, Kubernetes, and cloud-native projects by Marcello Martini.
SRE Agent: Autonomous Kubernetes Operations
2024 - ongoingAutonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows.
Interactive Portfolio Agent
2025Autonomous agent designed to answer questions about my professional profile, portfolio, and expertise using RAG and LangGraph.
Aurora
2023 - 2024Aurora is an empathetic and personalized AI that evolves with the user to take care of their mental wellbeing.
K8s Observability MCP server
2025A comprehensive Kubernetes observability toolkit built on the Model Context Protocol (MCP) for Site Reliability Engineering.
Artifical Neural Network and Deep Learning Projects
2024Projects of the course of Artificial Neural Network and Deep Learning of the a.y. 2024/25
Home automation
2017 - ongoingDeveloping a system to automate my home using a Raspberry Pi and ESP8266 boards.
Natural Language Processing project
2025NLP project combining RAG, topic modeling, Gemma and T5 question answering, toxicity detection, and interactive evaluation on the neural-bridge dataset.
Project for web engineering course
2023Web platform developed in Java Spring to manage the products of a company
Software Engineering 2 Project
2023Requirements analysis and software architecture project featuring complete RASD and Design Document specifications, diagrams, and models.
Malbo Fishing Lake — Booking Engine
2026WordPress site and custom booking plugin for a fishing lake, with real-time availability, Stripe payments and a white-label admin area.
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