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MuriloReisz/README.md
Murilo Reis — Data & AI Specialist. Cork, Ireland.

Terminal: data & AI specialist, automation

Portfolio Case studies AI services Playground

LinkedIn Email CV Cork AI meetup Profile views


~/whoami

murilo@cork:~$ cat profile.json
{
  "role":     "Data & AI Specialist · Automation",
  "based":    "Cork, Ireland",
  "day_job":  "Apple (contract) — CEMEA Sales BPR & Systems",
  "freelance": "data & automation builds, open for work",
  "languages": ["pt-BR", "en", "es", "it", "fr"],
  "focus":    ["ml in production", "automation", "analytics engineering"]
}

murilo@cork:~$ ./what_i_actually_do --verbose
[ ✓ ] AI & ML .............. churn scoring · forecasting · anomaly detection · NLP triage
[ ✓ ] AUTOMATION ........... month-end close · reporting pipelines · RPA on the edges
[ ✓ ] ANALYTICS ENG. ....... one certified source of truth, modelled properly
[ ✓ ] STORYTELLING ......... the recommendation made obvious, not just the numbers
[ ! ] NOTEBOOKS ONLY ....... not a deliverable. it ships or it does not count.

The part of data work most projects skip: getting a model or an automation past the notebook and into somebody's Monday morning. Calibrated, backtested, idempotent, and handed over so the client owns it.


~/stack

Core stack

AI / ML

scikit-learn PyTorch HuggingFace LangChain Pandas NumPy

DATA PLATFORM

BigQuery Snowflake dbt Airflow

BI & REPORTING

Power BI Tableau Looker Excel DAX

AUTOMATION & WEB

Playwright Astro Three.js Actions


~/projects

Full write-ups — the problem, the approach, and what actually moved — live at muriloreisz.com/work.

Selected repositories

MuriloReisz.github.io is the one to look at first: the portfolio itself, Astro with zero UI framework, carrying a procedural ~730k-point WebGL cold open generated at runtime rather than downloaded as a mesh — a hooded figure made of code at a desk, and you fly through his monitor into the page.

Case studies

Case studies

Delivered work — the engagements behind the numbers:

CEMEA sales dashboard case study Freelance automation and BI case study Ocean Drones case study

Worked examples — anonymised composite scenarios rather than named client engagements, written up to show the approach and the reasoning. The figures are illustrative, and the site labels each one as such:

Clinic NLP triage worked example Churn scoring worked example Close automation worked example Demand forecasting worked example Anomaly detection worked example All case studies


~/metrics

GitHub statistics Most used languages

Achievements

Contribution activity graph

./snake --contributions

Snake eating my contribution graph

~/now

murilo@cork:~$ tail -f now.log
[building]  agentic automations — LLM tool-use loops that do real back-office work
[learning]  data storytelling · structuring an analysis so the call is obvious
[running]   Cork AI Meetup — free, monthly, for local businesses
[open to]   freelance data & automation builds

PL-300


Get in touch

Pinned Loading

  1. Ocean-Drones Ocean-Drones Public

    Ocean Drones — monitoring ocean waste and classifying mangrove species from drone imagery with computer vision. FIAP Global Solution, four-person team (2024)

    Jupyter Notebook