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@MLH-Fellowship @innovaccion-virtual @dscipnupiita
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gellanz/README.md

Hi everybody!

I am a Github Campus Expert 🚩 studying Mechatronics Engineering at the Advanced Technologies School (UPIITA) of the National Polytechnic Institute of Mexico (IPN). Even though, my real passion is Data Science and Machine Learning. πŸš€

On Spring 2022 I got the opportunity to be be an Open Source fellow in the MLH fellowship mlh, where I was paired with the AWS CLI, I did a feature where the connect and read timeouts to the services can be configurable from environment variables or from the config file without deprecating previous behaviour. This let users to have more control over services timeouts.

On Summer 2022 I started my internship at Nubank nu as a Data Scientist and finishied it succesfully on December 2022. I got to design and implement a pretty cool neural network on Tensorflow, it accepted two 2D matrices and one vector that described a client; also I had an Scala project to fix some internal dates between DS and BA's in order to generate target tables for training the underwriting model.

On early 2023 I finished my thesis project, an automated driller machine por printed circuit boards, it recognizes the pin-holes with a custom convolutional neural network for object detection and then it does a translation between pixels to DC motor pulses that reach accurately the pin hole center. I got to do the full ML pipeline since data recolectation, labeling, model building, do the real environment and put the software all together into a Raspberry Pi 4.

Languages and Technologies

python tf python python go go go go go go go go go go go go

🌱 Currently I am growing my technical skills in: 🐲

  • Review Machine Learning Algorithms πŸ—Ώ
  • Software Engineering πŸ’Ύ
  • Data Wrangling πŸ“Š
  • Statistics with Pandas 🐼
  • SQL πŸ”Ž
  • Azure and AWS ☁️

πŸ“š Books I am currently reading:

  • Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems by Aurelien Geron.
  • Learning SQL: Generate, Manipulate, and Retrieve Data by Alan Beaulieu.
  • Data Science from Scratch by Joel Grus.
  • Practical Statistics for Data Scientist by Andrew Bruce, Peter C. Bruce, and Peter Gedeck.

Facts about me: πŸ‘€

  • I led the initiative "Python for Data Science" in the Google Developer Student Club IPN-UPIITA from 07/2020 to 01/2022. 🐍
  • Even though I have done many specializations in DS and ML, I am reviewing the basics to get solid knowledge. πŸ‘“
  • I love tech communities where I can grow alongside folks who are passionate for tech.

My goal is to contribute more to open source 😎🚩

GitHub Streak

Pinned Loading

  1. Automated_Driller_Machine Automated_Driller_Machine Public

    Software for the thesis project

    Jupyter Notebook

  2. picSTy picSTy Public

    This project is about an Style Transfer Web App using Golang for the web services and Python for the DL model. Also, this is containerized using Docker.

    Go

  3. MLH-Fellowship/speAkIt MLH-Fellowship/speAkIt Public

    Practice your speaking abilities of foreign languages with ease, with the help of AWS technologies.

    Python 4 4

  4. chraes chraes Public

    Azure services for running the data pipeline that consumes the chraes web app.

    Jupyter Notebook 1

  5. Mastering_DS_ML Mastering_DS_ML Public

    Mastering data science and machine learning algorithms by reading some books and making the programming exercises with useful comments:

    Jupyter Notebook 1

  6. Mexico_turism_analysis Mexico_turism_analysis Public

    Mexico turism data analysis

    Jupyter Notebook