2024 - ongoing
SRE Agent: Autonomous Kubernetes Operations
Autonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows.
- Python
- LangChain
- LangGraph
- Kubernetes
- Prometheus
- +4
24Source
Marcello Martini
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
- TypeScript
- Tailwind CSS
- React Native
- AWS
- Raspberry Pi
- Home Assistant
- Arduino
- Python
- Zigbee
- Docker
- Java
- JavaScript
- Kubernetes
- MQTT
- Istio
- Consul
- Grafana
- Prometheus
- Shell
- Git
- Jupyter notebook
- Scikit-learn
- Linux
- Pandas
- Spring
- Matplotlib
- MongoDB
- MySQL
- C
- Neo4j
- Cassandra
- DynamoDB
- GitHub
- LaTeX
- Node-RED
- HTML
- Bootstrap
- Expo
- Wordpress
- OpenAI
- Amazon Cognito
- Amazon Api Gateway
- AWS Lambda
- VS Code
- IntelliJ IDEA
- GitHub Actions
- Elasticsearch
- Postman
- Keras
- Tensorflow
- KerasCV
- Google Colab
- NumPy
- Seaborn
- Flask
- Overleaf
- Plotly
- Kaggle
- NLTK
- BERT
- Hugging Face
- Poetry
- LangChain
- LangGraph
- ChromaDB
- Model Context Protocol
- Jaeger
- RAG
- FastAPI
- Gradio
- Hugging Face Spaces
- PHP
- Stripe
- Firebase
- Firestore
- Render
- Render
- Firestore
- Firebase
- Stripe
- PHP
- Hugging Face Spaces
- Gradio
- FastAPI
- RAG
- Jaeger
- Model Context Protocol
- ChromaDB
- LangGraph
- LangChain
- Poetry
- Hugging Face
- BERT
- NLTK
- Kaggle
- Plotly
- Overleaf
- Flask
- Seaborn
- NumPy
- Google Colab
- KerasCV
- Tensorflow
- Keras
- Postman
- Elasticsearch
- GitHub Actions
- IntelliJ IDEA
- VS Code
- AWS Lambda
- Amazon Api Gateway
- Amazon Cognito
- OpenAI
- Wordpress
- Expo
- Bootstrap
- HTML
- Node-RED
- LaTeX
- GitHub
- DynamoDB
- Cassandra
- Neo4j
- C
- MySQL
- MongoDB
- Matplotlib
- Spring
- Pandas
- Linux
- Scikit-learn
- Jupyter notebook
- Git
- Shell
- Prometheus
- Grafana
- Consul
- Istio
- MQTT
- Kubernetes
- JavaScript
- Java
- Docker
- Zigbee
- Python
- Arduino
- Home Assistant
- Raspberry Pi
- AWS
- React Native
- Tailwind CSS
- TypeScript
- React
Featured Projects
View all- Live2025
Interactive Portfolio Agent
A retrieval agent that answers questions about my work with this website as its only source, re-indexed from the site's own corpus on every deploy.
- Python
- LangGraph
- RAG
- Docker
- FastAPI
- +5
1Source
Latest Writing
View all7 min read
The price of a chatbot on a site with no server
My site has no server and still answers questions. The agent runs free on a Hugging Face Space, a ping from my flat keeps it awake, and a token budget ends the day.
AgentsWebAutomation
10 min read
How this site is built
This site ran on Hugo for two years and now runs on Astro. What I moved, what I refused to move, and three bugs that produced no error at all.
WebAutomationTooling
Dev Activity
View GitHub profileCode
8public repos29stars
89contributions, last 7 days-12.7% on the week before
Language mixtime coded, last week
- Python64%
- Markdown16.6%
- HTML7.8%
- YAML4.9%
- Bash3.7%
AI assistance
13.8Mtokens+91.1% on the week before
Model mixwakatime, last week
- GPT40%
- Opus37.5%
- Github-Copilot22.1%
- Sonnet0.4%
Explore
Still here
Fifteen minutes is usually enough to work out whether there is something here.
Every other way to reach me sits behind one page, and I read everything that arrives there.