Skip to content
View Gabriel-Machado-GM's full-sized avatar
:shipit:
#ML4GOOD
:shipit:
#ML4GOOD

Highlights

  • Pro

Block or report Gabriel-Machado-GM

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
Gabriel-Machado-GM/README.md

LinkedIn Email GitHub Portfolio

Hey there! ๐Ÿ‘‹ I'm Gabriel Machado

A Data Science & AI enthusiast based in Sรฃo Paulo, Brazil ๐Ÿ‡ง๐Ÿ‡ท, currently pursuing a Bachelor's degree in Data Science and Artificial Intelligence at UNIVESP.

I'm passionate about the entire data lifecycle: ETL, Data Analysis, Business Intelligence, Machine Learning, and architecting robust solutions, especially using AWS. My goal is to leverage data to drive insights and build intelligent applications.

  • ๐Ÿง  Currently working as an AI Engineer, diving deep into applying AI for Actuarial Expertise, building Retrieval Augmented Generation (RAG) systems from legal documents, and creating Python pipelines with tools like PyTorch and LangChain.
  • ๐Ÿ“ˆ Brings 3 years of prior experience as a Business Intelligence Specialist, focused on creating automated dashboards, optimizing processes through data analysis, managing KPIs, and developing predictive models.
  • โ˜๏ธ AWS Certified Cloud Practitioner with hands-on experience in various AWS services.
  • ๐Ÿš€ Always exploring new ways to transform data into action!

๐Ÿ› ๏ธ My Tech Stack & Skills

  • Core Languages: ๐Ÿ Python (Advanced: OOP, ML - Scikit-Learn, Data Processing - Pandas/NumPy, Viz - Matplotlib/Plotly) | ๐Ÿ’พ SQL (Advanced: Optimization, Functions, Modeling) | ๐Ÿ“Š R (Advanced: EDA, Stats, Viz)
  • AI/ML: ๐Ÿ”ฅ PyTorch | ๐Ÿค— LangChain | Scikit-Learn | (Concepts: Supervised & Unsupervised Learning, RAG)
  • BI & Visualization: | Tableau | Google Looker Studio | Zoho Analytics | (Advanced, VBA)
  • Cloud & Ops: โ˜๏ธ AWS (EC2, S3, Lambda, RDS, VPC, IAM, etc.) | ๐Ÿณ Docker (Conceptual understanding implied via modern pipelines) | ๐Ÿ™ Git
  • Databases: Relational (SQL) | NoSQL (Conceptual understanding: Key-Value, Document, Graph)
  • Languages: ๐Ÿ‡ต๐Ÿ‡น Portuguese (Native) | ๐Ÿ‡ฌ๐Ÿ‡ง English (C1 Advanced) | ๐Ÿ‡ช๐Ÿ‡ธ Spanish (Intermediate)

๐Ÿš€ What I'm Focused On

  • ๐Ÿ”ญ Building and refining AI solutions for specialized domains like Actuarial Science, particularly focusing on RAG implementations.
  • ๐ŸŒฑ Deepening my knowledge in MLOps and scalable cloud architectures on AWS.
  • ๐Ÿ’ก Exploring advancements in NLP and efficient data pipeline automation.
  • ๐Ÿ’ฌ Ask me about transforming raw data (even PDFs!) into structured knowledge bases or building BI dashboards!

๐Ÿš€ Act so that the effects of your actions are compatible with the permanence of genuine human life! Let's connect and build something impactful! ๐Ÿš€

โœจ Check out my pinned repositories below! โœจ

Pinned Loading

  1. Study-of-linear-algebra-Contagion-and-Diseases Study-of-linear-algebra-Contagion-and-Diseases Public

    Epidemic Modeling Study: This study analyzes with Linear Algebra the progression of disease contagion within a population. Covid-19 Dashboard: We have created an interactive dashboard to analyze thโ€ฆ

    Python 2

  2. Hackathon-PUC-2024 Hackathon-PUC-2024 Public

    This project aims to categorize theses and articles developed in recent years by PUC to analyze their adherence to the United Nations Sustainable Development Goals (SDGs). The project was developedโ€ฆ

    Jupyter Notebook 1

  3. Political-2024-Election-Analysis Political-2024-Election-Analysis Public

    Data-driven analysis and insights on the 2024 elections, including voter behavior, trends, and results

    Jupyter Notebook

  4. Informational-Modeling Informational-Modeling Public

    Modeling a database using the Star Schema, applied to the context of "CFB Pharmacy", which seeks to develop decision support systems for revenue analysis. The project was carried out in two stages:โ€ฆ

    TSQL 2

  5. Credit-Card-Prediction-PUCSP Credit-Card-Prediction-PUCSP Public

    The objective of this project is to predict the likelihood of default payments by credit card clients using a dataset from Kaggle. This dataset contains detailed information on default payments, deโ€ฆ

    Jupyter Notebook 1

  6. Online-Judge-Solutions-Python Online-Judge-Solutions-Python Public

    Solutions to a variety of competitive programming problems from Online Judge ORG implemented in Python. Each solution is meticulously organized as a Jupyter Notebook (*.ipynb) and categorized basedโ€ฆ

    Jupyter Notebook 1