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Python projects

Projects by Marcello Martini built with Python, across research, work and side projects.

  • 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

    25Source

  • 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

  • 2023 - 2024

    Aurora

    Aurora is an empathetic and personalized AI that evolves with the user to take care of their mental wellbeing.

    • Python
    • JavaScript
    • AWS
    • OpenAI
    • Amazon Api Gateway
    • +8

  • 2025

    K8s Observability MCP server

    A comprehensive Kubernetes observability toolkit built on the Model Context Protocol (MCP) for Site Reliability Engineering.

    • Model Context Protocol
    • Kubernetes
    • Prometheus
    • Jaeger
    • Neo4j
    • +2

    1Source

  • 2025 - ongoing

    Asma Tracker

    A private daily asthma diary. A one minute form, the weather pinned to every entry, monthly trend charts, and access limited to invited people.

    • Python
    • Flask
    • Firebase
    • Firestore
    • Bootstrap
    • +3

  • 2017 - ongoing

    Home automation

    Zigbee sensors, ESP8266 boards and Home Assistant running my house since 2017, now hosted on the home server, with voice control and no cloud.

    • Python
    • Raspberry Pi
    • Arduino
    • ESPHome
    • Node-RED
    • +5

  • 2025

    Natural Language Processing project

    NLP project combining RAG, topic modeling, Gemma and T5 question answering, toxicity detection, and interactive evaluation on the neural-bridge dataset.

    • Python
    • Tensorflow
    • NumPy
    • Matplotlib
    • Seaborn
    • +6

    1Source

  • 2026

    Brevis URL Shortener

    An internal URL management platform for the NECST lab, with guided short links, ownership-aware conflict handling, bulk imports and passwordless access.

    • Python
    • Django
    • PostgreSQL
    • Tailwind CSS
    • JavaScript
    • +6

Every project