How this site is built
The site is a git repository: Hugo turns it into HTML, Actions ships it, and the pages that would go stale refresh themselves. A few build-time tricks …
Marcello Martini
Tech enthusiast · PhD Student in Information Technology · Computer Science and Engineering graduate
Hi, I'm Marcello, a PhD Student in Information Technology at Politecnico di Milano and a Computer Science and Engineering graduate. I love solving real-world problems with cutting-edge technology. Let's build something meaningful together.
Technologies I work with
React Native
Home Assistant
LangGraph
DynamoDB
Raspberry Pi
KerasCV
Matplotlib
Stripe
LaTeX
Cassandra
Consul
Hugging Face
ChromaDB
Expo
Bert
C
RAG
Postman
Keras
Grafana
Git
NLTK
Bootstrap
Arduino
VSCode
Neo4j
FastAPI
Jupyter notebook
PHP
Plotly
Amazon Cognito
Python
Elasitcsearch
Google Colab
LangChain
Docker
MQTT
Spring
Pandas
Github
Poetry
Linux
Seaborn
Github actions
JavaScript
AWS Lambda
Kaggle
Zigbee
AWS
OpenAI
Shell
Kubernetes
Hugging Face Spaces
Java
Model Context Protocol
Amazon Api Gateway
Overleaf
MongoDB
Istio
Node-RED
MySQL
Scikit-learn
Flask
IntelliJ IDEA
Jaeger
Gradio
NumPy
Wordpress
Tensorflow
Prometheus
HTML
Featured Projects
View allSRE Agent: Autonomous Kubernetes Operations
2024 - ongoingAutonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows.
Python
LangChain
LangGraph
Kubernetes
Prometheus
Interactive Portfolio Agent
2025Autonomous agent designed to answer questions about my professional profile, portfolio, and expertise using RAG and LangGraph.
Python
LangGraph
RAG
Docker
FastAPI
Latest Writing
View allRebuilding my terminal from a git clone
The terminal I actually work in: Ghostty with a theme file, zsh with four plugins that earn their keep, and chezmoi plus Bitwarden so a new Mac gets …
GitHub Activity
View profile8
Public repos
29
Total stars
6
Languages
- SRE-agent 24 Autonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows. Integrates LangChain, LangGraph, and MCP servers to enable automated SRE tasks in cloud-native environments. Jupyter Notebook
- AN2DL24-projects 2 Projects of the course of Artificial Neural Network and Deep Learning of the a.y. 2024/25 Jupyter Notebook
- langgraph-cv-agent 1 AI Assistant for my portfolio site. Leverages LangGraph agents and Vector Search to provide real-time context on my professional experience. Python
- k8s-observability-mcp 1 A comprehensive Kubernetes observability toolkit built on the Model Context Protocol (MCP) for Site Reliability Engineering. Jupyter Notebook