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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
LangGraph
Spring
Hugging Face Spaces
Expo
Amazon Api Gateway
Seaborn
IntelliJ IDEA
Model Context Protocol
Gradio
AWS
NumPy
Flask
KerasCV
JavaScript
Shell
LaTeX
Node-RED
Amazon Cognito
Jupyter notebook
Github
Bert
Cassandra
Wordpress
Google Colab
Linux
Plotly
Kaggle
Kubernetes
Elasitcsearch
Neo4j
C
PHP
Github actions
MQTT
Raspberry Pi
Poetry
Docker
ChromaDB
Python
AWS Lambda
Java
LangChain
OpenAI
VSCode
RAG
Matplotlib
Bootstrap
React Native
Hugging Face
Jaeger
Prometheus
Overleaf
Istio
NLTK
Arduino
Keras
Stripe
Tensorflow
Grafana
Home Assistant
Scikit-learn
DynamoDB
Git
MongoDB
HTML
Postman
FastAPI
Consul
Pandas
Zigbee
MySQL
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 …
Dev Activity
View GitHub profileCode
8 public repos 29 stars
AI assistance
798K tokens -88% 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