olá!
Vitor Garbim
Senior Data Engineer · Amazon · Austin

VITOR GARBIM

I build large-scale data platforms, and the tools that make them usable. 20 years turning messy data into systems people trust.

See the workDownload résumé  ↓
EN · PT · ES · IT|github.com/vyscava|3 continents
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// what i do
01
Data platforms
Lakes and lakehouses on AWS that teams actually trust.
02
Pipelines
Real-time and batch, from streaming to orchestration.
03
Governance & mesh
Data as a product, discoverable and well governed.
04
ML & GenAI
MLOps and LLM tooling that ships to production.
// the toolkit · work + homelab
02 · work

Things I've built

all projects →
python

Voice Stack

Voice Stack is the speech stack I built for my own homelab so I could keep ASR and TTS workloads close to the data I care about, mostly Bazarr in my media server and my OpenWebUI containers so I can literally talk to my AI.

Python · updated May 2026
apiasrautomatic-speech-recognitionbazarr
view on GitHub →
python

Data Platforms Infra

An opinionated blueprint for showcasing modern data engineering on commodity hardware. The stack mirrors familiar AWS analytics services with fully open-source components so you can demo end-to-end pipelines, ML workflows, and BI storytelling from your homelab.

Python · updated Jan 2026
airflow-dockerdata-lakedata-lakesdocker
view on GitHub →
Black and white portrait of Vitor Garbim
03 · about

A builder who happens to do data at scale.

I started in MIS and BI back in the SAS and PL/SQL days, then worked through strategy, Lean and Six Sigma transformation, and into large-scale cloud data engineering. I build for the joy of it. Homelab, side projects, automation. I care most about eliminating waste and shipping things people actually use.

Off the clock, there's Freddie, my blue merle Aussie and full-time desk supervisor.

Multicultural
Brazil, LATAM, Europe, US. Trilingual, worldly.
Tinkerer
Homelab and side projects, always learning.
Pragmatic
Lean and Six Sigma. Substance over hype.
Mentor
I grow people and explain hard things simply.
more about me →
04 · contact

Let's build something.

Writing, mentoring, or a hard data problem worth solving. Send a note through the form and I'll get back to you.

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Freddie · chief morale officer
© 2026 Vitor Garbimor press ~