k.prata · sonder

// sonder

Kauê Prata

Backend, data, and systems that make it to production.

Data Science & AI, IBMEC São Paulo · Python / FastAPI / C / Lua

Kauê Prata

I study Data Science & AI at IBMEC São Paulo and work as a backend/full-stack dev. I write Python, C and Lua; I build video pipelines with FFmpeg and run LLMs on my own infrastructure. I prefer systems running in production over demos that promise.

2nd term · São Paulo, BR

FIDC collateral management

in production

Full-stack application for managing collateral and financial records of a credit-fund operation. Role-based permissions, audit history, deployed on a Linux VPS.

FastAPISQLAlchemy asyncPostgreSQLReactDocker

Lead Capture and Management Platform

in production

Next.js application backed by Postgres, deployed on Vercel behind Cloudflare. Public signup form, admin dashboard with magic-link authentication and an allowlist, and visit analytics. Designed for tens of thousands of records containing personal data, handled under Brazilian data protection law (LGPD).

Next.jsPostgreSQLVercelCloudflareLGPD

Content Engine

Automated video production pipeline running entirely on local infrastructure: LLM script generation, TTS, automatic subtitle alignment and FFmpeg rendering, orchestrated by Redis.

Ollamafaster-whisperFFmpegRedisPython

Food scanner (PWA)

Barcode scanning with nutritional information lookup, FastAPI backend on top of the Open Food Facts API.

FastAPIPWAOpen Food Facts

Real-time multiplayer game

Academic group project: real-time combat and abilities, state synchronization, AI-driven units, economy and progression, procedural map generator.

LuaRoblox Engine

Languages

  • Python
  • C
  • Lua
  • SQL
  • JavaScript

Backend

  • FastAPI
  • SQLAlchemy
  • PostgreSQL
  • Redis

Frontend

  • React
  • Tailwind

Infra & Tools

  • Docker
  • Linux/VPS
  • Git
  • FFmpeg

Open to internships and projects in backend and data.

me@kaueprata.com