Work

Projects

Software engineering, artificial intelligence, multi-agent systems, Kubernetes, and cloud-native projects by Marcello Martini.

Year

Technology

10 of 10

2024 - ongoing
SRE Agent: Autonomous Kubernetes Operations
Autonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows.
- Python
- LangChain
- LangGraph
- Kubernetes
- Prometheus
- +4
24Source
Live2025
Interactive Portfolio Agent
Autonomous agent designed to answer questions about my professional profile, portfolio, and expertise using RAG and LangGraph.
- Python
- LangGraph
- RAG
- Docker
- FastAPI
- +4
1Source
2023 - 2024
Aurora
Aurora is an empathetic and personalized AI that evolves with the user to take care of their mental wellbeing.
- Python
- JavaScript
- AWS
- OpenAI
- Amazon Api Gateway
- +8
2025
K8s Observability MCP server
A comprehensive Kubernetes observability toolkit built on the Model Context Protocol (MCP) for Site Reliability Engineering.
- Model Context Protocol
- Kubernetes
- Prometheus
- Jaeger
- Neo4j
- +2
Source
2024
Artificial Neural Network and Deep Learning Projects
Projects of the course of Artificial Neural Network and Deep Learning of the a.y. 2024/25
- Python
- Tensorflow
- Keras
- KerasCV
- NumPy
- +6
2Source
2017 - ongoing
Home automation
Zigbee sensors, ESP8266 boards and Home Assistant running my house since 2017, now hosted on the home server, with voice control and no cloud.
- Python
- Raspberry Pi
- Arduino
- ESPHome
- Node-RED
- +5
2025
Natural Language Processing project
NLP project combining RAG, topic modeling, Gemma and T5 question answering, toxicity detection, and interactive evaluation on the neural-bridge dataset.
- Python
- Tensorflow
- NumPy
- Matplotlib
- Seaborn
- +6
1Source
2023
Project for web engineering course
A Java Spring web platform for after-sales product management, covering serial-number batches, product registration and a support ticket workflow.
- Java
- Spring
- MySQL
- Github
- HTML
- +2
2023
Software Engineering 2 Project
Requirements analysis and design for a student programming-challenge platform, with the domain model verified formally in Alloy.
- LaTeX
- Alloy
- UML
- Overleaf
- Git
- +1
1Source
Live2026
Malbo Fishing Lake — Booking Engine
WordPress site and custom booking plugin for a fishing lake, with real-time availability, Stripe payments and a white-label admin area.
- Wordpress
- PHP
- JavaScript
- Stripe
- MySQL
- +1