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Hi! I'm Sean, a Physics-addict with hobbies and personal projects in Electronics, Python / other languages, AI, and Machine Learning (ML).

In May of 2023, I graduated from the University of Florida (UF) with a Bachelor of Science in Physics and a Minor in Mathematics, earning Dean's List recognition for the vast majority of my semesters there. While there, I was an Undergraduate Researcher, a team member of Gator Motor Sports, and a member of the Society of Physics Students.

My most recent work experience is as a Junior Electrical Engineer (EE) and my career passions are to continue working as an EE or to learn enough about machine learning that I can become a researcher in this field. I already have made some of my own types of ML models! See my MCNets Python project below to see more about it in my GitHub.

Summary of Experience:

• +4 years of experience
• Stats: NumPy, Pandas, SKLearn, Matplotlib, etc.
• ML: Keras, Tensorflow, XGBoost, CatBoost, etc.
• Misc: Mouse/Keyboard,

Notable Projects:

• MCNets : Monte-Carlo ML package for a variety of model architectures. There is a customizable neural network (with better activation function support than Keras!) and other custom model types!
• Filtered Job Spy : Using Bunsly's Job Spy to create a filtered job search with some customizable filters. An application step is included to easily run through the jobs saved to apply to them.
• Visualizing the Collatz Conjecture : Uses PyPlot in Matplotlib to visualize some various patterns in the deceptively ""easy"" Collatz Conjecture.
• Chess! (And AIs!) : Using a custom CMD GUI I created, this game of Chess written from scratch in Python includes some premade AI bots that you can play against or watch play against themselves!

Summary of Experience:

• +5 years of experience (Electronics Hobbyist)
• Circuit design, construction, debugging, etc.
• Fundamental understanding/background from physics!
• Most tools: oscilloscopes, spectrum analyzers, etc.

Custom Radio Transmitter and Receiver:

For the final project of one of my courses while at UF, I decided to use one of my own oscillator designs to make a custom radio transmitter and receiver. My (stubborn) goal was to do all of this purely from my own knowledge and experience.

In the end, I was able to produce a stable 50 to 100 MHz oscillator that was attached to a transmitter which could activate the receiver across ~10 m to do something else like turn on some fun lights.

Other Projects:

• Custom transformer oscillator / High voltage generator
• Making a custom counter using a 555 timer
• Making a coilgun and capacitor bank
• Various power supply types for Electrolysis
• High voltage 'capacitor ladders'
• Using 20 kV to make electrets materials