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John Machado's Projects

cloud-python-to-cpp icon cloud-python-to-cpp

Python backend built utilizing several Google Cloud Platform services. In addition, C++ connectivity, a robust cloud authentication system, Cloud Build CI/CD pipelines, process automation, and more.

high-temp icon high-temp

A 1 - 2 player computer terminal game which uses live temperature data of cities using the API from weatherapi.com. Higher the temperature of your city and you win!

linked-list-restaurant icon linked-list-restaurant

Restaurant food options organized and viewable by leveraging a custom built Linked List data structure.

neural-networks-from-scratch-in-python icon neural-networks-from-scratch-in-python

Building neural networks from scratch in pure Python (no 3rd party libraries), gradually incorporating NumPy for better math operations. This covers coding neurons, layering them, using activation functions, calculating loss, backpropagation, and optimizing parameters.

power-of icon power-of

The “Power Of” program does all the calculations required to raise any number to the power of any number.

practical-machine-learning-with-python icon practical-machine-learning-with-python

An all-encompassing exploration of machine learning, including the theoretical aspects, real-world applications, and the intricate details of supervised and unsupervised algorithms.

quadrilateral-text icon quadrilateral-text

Quadrilateral Text program takes any string (text) via a List data structure and transforms it into a quadrilateral (four-sided figure) shape. ⁣

rpa-challenge icon rpa-challenge

RPA (Robotic Process Automation). Automating the flow of user data from an excel file and inputting it onto a website with dynamically changing field positions.

who-s-up-there- icon who-s-up-there-

Live data feed of the total amount of astronauts from Earth who are in space as well as the names of the astronauts and current spacecraft they occupy.

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