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About Me

Hello, my name is Jose Jimenez.

My interest is in solving life's hardware problems. Majoring in Electrical Engineering and Biomedical Engineering (Mechanical concentration), I have the knowledge to built physical products that can interact with the world and change it. My goal is to create hardware systems that contribute to solve our current problems we have today.

Some of the issues I am interested in improving are personal health, climate change, and improving transportation.

Table of Projects

Project Name Project Description Project Link
CO2 Monitoring Network Senior project group designed a node network of CO2 and temperature sensors using my custom PCBs for the microcontroller; loaded with firmware developed by me. Here
Embedded MP3 Player Created and verified the implementation of MP3 player on Texas Instruments TM4C1294 ARM microcontroller. Implemented hardware peripheral drivers such as a keyboard input, an LED screen, an SD card reader, and an audio jack using I2C and UART communication protocols. Used interrupts to prioritize a target audio sampling rate of 44.1kHz while concurrently maintaining an LED screen and user button functions in C. Here
Perceptron Learning Algorithm Implement a PLA in MATLAB. Train said algorithm and test it on "real" data that will give us statistics on how well it performed computational learning. Here
Pocket Algorithm Implement a Pocket Algorithm in MATLAB. Train said algorithm and test it on the USPS handwritten digit database that will give us statistics on how well it performed classifying between handwritten ones' and fives'. Here
Logistic Regression Algorithm Implement a Logistic Regression Algorithm in MATLAB. Train said algorithm and test it on the USPS handwritten digit database that will give us statistics on how well it performed classifying between handwritten ones' and the rest of the digits (0 and 2-9). Here
Regularization and Validation Algorithm Implement a 10-fold cross validation algorithm in MATLAB. Use that validation algorithm to determine the best regularization parameter to use to regularize a linear regression algorithm and test it on the USPS handwritten digit database that will give us statistics on how well it performed classifying between handwritten ones' and the rest of the digits (0 and 2-9). Here

Jose Jimenez's Projects

computational_intelligence icon computational_intelligence

Apply the techniques learned in my computational intelligence to real world data sets. Topics included types of learning, theory of generalization, PAC model, growth function, break points, VC dimension, generalization trade-off, linear and logistic regression, non-linear transformation, fundamentals of neural networks, foundations of fuzzy approaches, support vector machines, and swarms.

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