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Thiscesarr/README.md
Julio Cesar Santos, Data Engineering & Analytics at Itaú Unibanco

LinkedIn Data Engineering Roadmap Download Jungle Splits English and Portuguese

julio=> SELECT * FROM engineer WHERE github = 'Thiscesarr';

-[ RECORD 1 ]-+------------------------------------------------------------
name          | Julio Cesar Santos
role          | Data Engineering & Analytics intern @ Itaú Unibanco
day_to_day    | credit-recovery decision rules in high-volume systems,
              | Python + SQL batch simulations, AWS (Athena, S3, Lambda)
education     | Data Science
studying      | Spark · Airflow · dbt · Kafka  -> tracked in my own roadmap
goal          | become a data engineer one day
side_quest    | built an F1-style timer to speedrun League of Legends clears

(1 row)
🇧🇷 Em português

Sou estagiário de Data Engineering & Analytics no Itaú Unibanco, onde implemento e mantenho regras de decisão de crédito para recuperação de pessoas físicas, com Python, SQL e AWS. Estudo Ciência de Dados e meu objetivo é me tornar engenheiro de dados um dia. Gosto de construir ferramentas que as pessoas realmente usam: um roadmap de estudos com revisão espaçada, um cronômetro para treinar jungle no LoL e um app Android para não desperdiçar comida.


$ git log --graph career

%%{init: { 'gitGraph': { 'mainBranchName': 'career', 'showCommitLabel': true } } }%%
gitGraph
  commit id: "hello, world"
  commit id: "FIS · apprentice" tag: "2022"
  commit id: "Amazon · problem solver" tag: "2024"
  branch builds
  checkout builds
  commit id: "todo-api"
  commit id: "logica-cs"
  checkout career
  commit id: "Itaú · data eng intern" tag: "2025"
  checkout builds
  commit id: "mastermind-case"
  commit id: "android-app (private)"
  commit id: "de-roadmap"
  commit id: "jungle-splits"
  commit id: "controle-estoque"
  checkout career
  merge builds id: "data engineer" tag: "next" type: HIGHLIGHT
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Admin apprentice at FIS → solving inbound problems with global teams at Amazon → turning credit-recovery policies into automated, auditable decisions at Itaú. Every step on the side branch shipped something.


$ ls ./featured

jungle-splits data-engineering-roadmap

$ ls ./lab 🔒 private, in progress

Private Android pantry app, in development

ls -a · more builds and interview cases
repo what it is stack
controle-estoque Interview case: inventory REST API with reservations and holds that stays consistent under concurrent requests Python · FastAPI · pytest · Hypothesis · CI
mastermind-case Interview case: web version of the Mastermind logic game with auth, saved matches and ranking Java · Spring Boot · Angular
todo-api RESTful task manager with validation, global error handling and Swagger docs Java · Spring Boot · PostgreSQL · JUnit
logica-cs Truth-table generator for my Mathematical Logic class, live on Vercel Python · Flask · SymPy

$ cat stack.yml

Every tool here is tied to where I actually used it.

stage tools used in
query SQL credit-decision audits at Itaú · todo-api · mastermind-case
code Python, Java, JavaScript, TypeScript batch simulations and tests at Itaú · every repo above
cloud AWS Athena, S3, Lambda and Glue for ingestion and monitoring at Itaú
mobile Kotlin, Android Studio native Android app with Jetpack Compose, Room and WorkManager (private, in the lab)
serve FastAPI, Spring, Flask, Angular controle-estoque · mastermind-case · todo-api · logica-cs
ship Git, GitHub Actions, Vercel CI on controle-estoque · releases on jungle-splits · this README

$ tail -n 3 pipeline.log

Pipeline run log: repos, stars, downloads and languages

This profile is a small data pipeline. Every day a GitHub Action extracts data from the GitHub API, transforms it in plain Python and loads every SVG on this page, in dark and light versions. No third-party stats service, no stale numbers. Source in pipeline/build.py.


COMMIT; · thanks for reading · let's talk

Pinned Loading

  1. data-engineering-roadmap data-engineering-roadmap Public

    Interactive Data Engineering roadmap from zero to Staff level: 15 phases, 88 topics, ~580 validation questions, progress tracking & spaced-repetition review.

    JavaScript 7 1

  2. jungle-splits jungle-splits Public

    F1-style split timer overlay for League of Legends jungle full clears in the Practice Tool. Purple, green and red sectors, live delta to your PB, every champion. | Cronômetro estilo F1 para o full …

    Python 5