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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
Home Assistant
Jupyter notebook
LangChain
HTML
MQTT
Bert
Kubernetes
MySQL
NLTK
IntelliJ IDEA
Elasitcsearch
Arduino
Raspberry Pi
React Native
Cassandra
Spring
Git
PHP
KerasCV
FastAPI
Gradio
Docker
DynamoDB
MongoDB
VSCode
Bootstrap
LangGraph
Tensorflow
Matplotlib
Zigbee
C
JavaScript
Google Colab
NumPy
Keras
Kaggle
Neo4j
LaTeX
Python
Plotly
Jaeger
AWS Lambda
Prometheus
Flask
Amazon Api Gateway
Wordpress
Istio
Poetry
Seaborn
Github actions
OpenAI
Node-RED
Linux
Hugging Face
Expo
Scikit-learn
RAG
Consul
Github
Model Context Protocol
Pandas
Stripe
AWS
Java
Amazon Cognito
Grafana
ChromaDB
Shell
Hugging Face Spaces
Postman
Overleaf
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
760K tokens -89% 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