alicegiola.com

/ About me

I am an aspiring software engineer based in Pocatello, Idaho, with a Bachelor of Science in Computer Science (3.87 GPA).
I am profcient in many programming languages including C#, Python, Java and SQL (4+ years of experience) and enjoy working on both back-end and front-end.
I have obtained academic certificates in cybersecurity (ISU) and AI and machine learning (HoT-AML).
I am driven by a love for problem-solving and a keen intereset in artificial intelligence and all things coding.

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January 2025 - Present

Tested and evaluated deep learning model (CNN & feedforward) on spectroscopy dataset using Python, PyTorch, NumPy, Matplotlib.
Implemented code additions for data normalization and preprocessing in Python
Conducted statistical validation to ensure model reproducibility and accuracy
Interpreted results and assessed performance against baseline models.

November 2024 - Present

Tested and debugged Python-based ML models for neural activity prediction, utilizing NumPy, SciPy, TensorFlow.
Processed and analyzed EEG data, applying ML algorithms to identify spatiotemporal patterns in neural activity.
Utilized PyTorch, PCA, Sklearn, and custom neural network architectures to analyze EEG data and optimize model accuracy.

August 2024 - December 2024

Trained and optimized deep learning models using PyTorch, improving model accuracy.
Gained hands-on experience with AI and ML techniques, tailored to address real-world applications.

January 2024 - May 2024

A visual application for B-Trees and B+Trees to facilitate the understanding of their operations and efficiencies for future students.

Custom version of Space Invaders game, with unique features and challenges.

Travelling salesman problem solver application that uses an optimized Greedy algorithm using 4-Opt Local Search.

Database system supporting full CRUD operations for organizing musical records.