Hugo Future Imperfect Slim

Daniel Dominguez Chavez

Electrical Engineering Senior at Texas A&M

Capstone: Machine Learning for Active Shooter events

Using Batch Spectrograms and Image Recognition

10 minute read

This project was built mainly using Python, Python packages, TensorFlow, and Raspberry Pi. All students in the Electrical Engineering program at Texas A&M must complete a sponsored 2-semester capstone program. This is a very involved program usually involving 30-40 hrs of work each week. Each week included constant reporting to supervisors, oral presentations, and laboratory work. While the project is a group project, here I talk about my work on the project, and how I helped the other…

Solar Power: Linear Regression Utility

Using Python's GUI builder and Tensorflow to make ML accessible. Creating a tool to estimate the effect of Solar Panel installations

6 minute read

This was a completely optional project for the Data Science for Energy and Power class at Texas A&M. In addition to machine learning, this class focused on time predictive techniques and methodology such as ARMA, SVD, and K-means.

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From small town Texas to Big Data dreams...