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kmadsdev/README.md

Kaique Souza - KMADS

Portifolio: https://kmads.dev/

Language Stack

  • 🥇 Python (FastAPI, Pandas, PySpark, Scikit)
  • 🥈 SQL & NoSQL (MySQL, PostgreSQL, SQLite)
  • 🥉 JavaScript (Web/Backend development, REST APIs, Node.JS, OOP)

Technical Skills

  • DevOps (SDLC, CI/CD Pipelines, Monitoring)
  • Architecture (Microservices, Monolith, MVC, BFF, Event-Driven, Serverless)
  • Backend Development (Web/Desktop Applications, REST & Gateway APIs)
  • Data Analysis (Data Modelling, EDA, Pandas, SQL, Power BI/Tableau)
  • Data Science (Prediction/Classification Machine Learning Models)
  • Cloud (AWS, Google Cloud, Vercel, Oracle -> Services, like: EC2, S3, GCS, Lambda)
  • Agile Methodologies (Scrum, Kanban, Jira, Github Projects, Monday, Notion)

kmadsdev GitHub Streak


Experience

💼 Professional Experience

Company Title / Role Contract Type Period
PicPay Data Engineer Internship Mar 2025 - Present
HiveMind Data Scientist & ML Engineer Co-founder Jan 2025 - Dec 2025
TrocaTine Software Engineer Co-founder, Board member Jan 2024 - Dec 2024
Fiverr Freelancer Data Engineer & Analyst Self employed 2023 - 2024
Discord Application & Webhook Developer Independent Developer 2018 - 2022

🎓 Education

  • Computer Science & Software Engineering @ J&F Institute (Expected 2026)

📚 Coursework

📍 Learning Journey

2018–2022 (Vibe coder, without AI):
  • Started learning about Discord Bots and Minecraft Plugins using JavaScript, Node.JS, Discord.JS and Java deployed on Glitch.com
  • Simple Web applications deployed Github Pages.
  • Photoshop, Canva logo/banner designs, Design Systems
2022-2024 (Hardware, IT, Intro to Computer Science):
  • Contributed to PC Building communities on reddit (like r/craftmybox, r/builapc and r/computadores) and helped people build their PCs
  • Premiere video editing
  • Computer Science basics
2023 (Introduction to Data):
  • Data: Data Analysis, Python, Pandas, PySpark, MySQL, Power BI
  • Started to use Github Actions
2024 (Digging deeper into Data, Intro to Software Engineering)
  • Advanced Data Analysis: joins, window functions, time-series queries, performance optimization, data manipulation, scalable data cleaning/aggregation.
  • Introduction to Software Engineering: DevOps introduction, simple CI/CD pipelines
  • FullStack Development: Web development, responsive design, API integration, Java OOP
  • CSec/IS Fundamentals: Secure coding, encryption basics, hashing, safe network design
  • Cloud (GCP, Docker)
  • Scrum/Agile
2025 (Digging deeper into Software Engineering)
  • Software: Architecture, Design & Engineering, SaaS
  • DevOps: CI/CD, SDLC
  • Data: NoSQL (MongoDB, Redis & Neo4j), Data Analysis/Science, Machine Learning, Big Data
  • Cloud: AWS (S3, EC2, ELB, Lambda, SNS/SQS), Oracle (HCM, OTBI & DMs), Vercel, Render, Cloudflare, Nginx

Aditional Info

🗣️ Languages

  • English (Fully fluent, about C1 or C2)
  • Portuguese (Native, fully fluent)
  • Spanish (May be able to hold conversations)

🏆 Honors & Achievements:

  • 🥉 Bronze Medalist on Brazil's Math Kangaroo for J&F Institute (2024)
  • ♟️ Beaten Komodo20 Chess Bot rated 2400 elo

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