Thirty three containers, zero open ports
Every container on my home server binds to loopback. A reverse proxy, a DNS challenge and a VPN give the whole thing real HTTPS without a single port …
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
OpenAI
Hugging Face
Poetry
Elasitcsearch
IntelliJ IDEA
Stripe
Bert
FastAPI
Prometheus
LangChain
Tensorflow
Home Assistant
C
Wordpress
Consul
Gradio
Flask
Raspberry Pi
Google Colab
Jaeger
Docker
Grafana
JavaScript
Amazon Cognito
Matplotlib
React Native
Linux
Kaggle
Cassandra
Github actions
Amazon Api Gateway
Model Context Protocol
Java
Seaborn
DynamoDB
MQTT
Kubernetes
Github
Python
Git
AWS Lambda
Overleaf
Hugging Face Spaces
Keras
Zigbee
Bootstrap
Plotly
RAG
Node-RED
HTML
MongoDB
AWS
VSCode
NLTK
ChromaDB
Postman
PHP
Neo4j
Shell
Scikit-learn
LaTeX
Arduino
Expo
LangGraph
Istio
Spring
Pandas
MySQL
NumPy
KerasCV
Jupyter notebook
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 allHow 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 …
Dev Activity
View GitHub profileCode
8 public repos 29 stars
AI assistance
7.5M tokens +257% on the week before
- 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