I am a Github Campus Expert π© 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. π
On Spring 2022 I got the opportunity to be be an Open Source fellow in the MLH fellowship , 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 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.
- Review Machine Learning Algorithms πΏ
- Software Engineering πΎ
- Data Wrangling π
- Statistics with Pandas πΌ
- SQL π
- Azure and AWS βοΈ
- 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.
- I led the initiative "Python for Data Science" in the Google Developer Student Club IPN-UPIITA from 07/2020 to 01/2022. π
- Even though I have done many specializations in DS and ML, I am reviewing the basics to get solid knowledge. π
- I love tech communities where I can grow alongside folks who are passionate for tech.