~/4elements-lab $ python automate_life.py --daily ▊

    Digital products that simplify.
    Automations that work for you.

    We're a data-driven lab. We create digital products, automations, and AI solutions for everyday life — built for people and small businesses.

    $ lab status
    ● products 3+ live & running
    ● automations 24/7 working for you
    ● data dashboards & insights
    ● ai assistants & alerts
    → all systems operational
    Our Services

    The 4 Elements

    Four disciplines, one lab. Combine the elements your day-to-day needs.

    01Fire

    Digital Products

    Websites and apps that solve real problems — fast, simple, and built around how people actually live and work.

    See service
    Made for daily useWeb appsLanding pages<1s load
    02Water

    Data & Dashboards

    From spreadsheets and databases to clear dashboards — see your numbers, spot what matters, and decide with confidence.

    See service
    KPI dashboardsPython & SQLReportsInsights
    03Air

    Automations

    Repetitive tasks, monitoring, and alerts — automated workers that run 24/7 so you and your team don't have to.

    See service
    24/7 alertsTask automationWeb monitoringTelegram & email bots
    04Earth

    AI & LLM Solutions

    Practical AI for the day-to-day: assistants, smart alerts, and LLM-powered features that save time — no hype, just results.

    See service
    AI assistantsLLM integrationsSmart notificationsClaude & GPT APIs
    How We Work

    From Idea to Production

    STEP 01

    Understand

    We map your routine, your data, and the problem worth solving — in plain language.

    STEP 02

    Build

    We create the product or automation and you see real progress weekly, not slideware.

    STEP 03

    Launch

    Live in production with monitoring, analytics, and security from day one.

    STEP 04

    Keep It Running

    Automations, reports, and improvements keep working for you — 24/7.

    Why Choose Us

    Why 4:ELEMENTS LAB

    Data Science at the Core

    Python, SQL, and AI expertise behind every product — decisions driven by data, not guesswork.

    Built for Real Life

    Solutions sized for people and small businesses — simple, useful, and affordable to run.

    Always Working

    Automations and alerts run 24/7 in the background, so value keeps flowing while you sleep.

    End-to-End Ownership

    Idea, build, launch, and monitoring — one lab owns the whole journey.

    Track Record

    The Experience Behind the Lab

    4:ELEMENTS LAB is led by a data scientist with 9+ years delivering data, AI, and analytics solutions inside global companies.

    2026 — today

    Data Analytics & Engineering · Caterpillar

    Málaga, Spain

    Data analytics and engineering at one of the world's largest industrial manufacturers.

    2025 — 2026

    Data Scientist · EDP

    Porto, Portugal

    Production-grade GenAI for the energy sector: RAG pipelines, AI agents, and MLOps on Azure with LLM observability.

    View full profile on LinkedIn
    Contact

    Let's Build Something

    Tell us about your project and we'll get back to you within 24 hours.