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
NLTK
Github
Istio
Amazon Cognito
Cassandra
Home Assistant
Consul
Jaeger
ChromaDB
LangGraph
Neo4j
Prometheus
Pandas
HTML
React Native
Model Context Protocol
RAG
Shell
KerasCV
OpenAI
Google Colab
Postman
Gradio
Poetry
LaTeX
Python
Linux
JavaScript
C
Hugging Face Spaces
Elasitcsearch
Git
Raspberry Pi
AWS Lambda
LangChain
Stripe
Flask
Bootstrap
IntelliJ IDEA
Docker
Java
AWS
Wordpress
MySQL
NumPy
Matplotlib
Seaborn
Kaggle
Node-RED
Github actions
Kubernetes
Hugging Face
MQTT
Amazon Api Gateway
VSCode
Tensorflow
MongoDB
Overleaf
FastAPI
Arduino
Scikit-learn
Zigbee
Grafana
Keras
Jupyter notebook
Plotly
Bert
DynamoDB
PHP
Expo
Spring
Featured Projects
View allSRE Agent: Autonomous Kubernetes Operations
2024 - 2025Autonomous 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
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