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prestondeleo/README.md

Hi there 👋 My name is Preston DeLeo... this is my visible github

LinkedIn gmail github GitHub stars GitHub followers

  • 🏫 Majoring in Computer Science and Cognitive Science at Case Western Reserve University (Class of 2025)

  • 🔬 Researcher, current research primarily in applications of artificial intelligence

  • 📫 Contact me via: Email or in my LinkedIn above! (Questions, employment opportunities, research, collaboration)

  • ⭐ If you like any of my work please feel free to give it a star!

  • Some of My Research Projects (Not organized in any particular fashion)

    • A General Materials Data Science Framework for Quantitative 2D Analysis of Particle Growth from Image Sequences (see paper)
    • A Quantification of Similarity in crystallites/particles through graph machine learning (link prediction via novel GCN model)
  • Some of My Other Research Related Projects

    • Enhanced Image Classification in End-to-End Image Processing Pipeline With NAS
    • Use of Different Entropic Measures to Improve Performance of Decision Trees
    • Disentanglement Representation Learning through Deep Generative Models: Medium for Implicit Generalization of Higher Order Structures
    • Pool-Based Active Learning for Regression via Query By Committee
    • Active Learning for Causal Discovery through Ensemble Learning
    • A More Accurate Model of the Visual System Through A Unique CNN Architecture With More Plausible Receptive Fields
  • Some Application Based Projects

    • Pytorch CV Classification Models on Common Datasets
    • Gen AI Web Application Assistant to Improve Employee Productivity (RAG architecture)
    • Plastic Water Bottle Tracker and Sustainability web application
    • Traffic Light and Road Simulator of Secure and Unsecure States
    • Query Engine Tool to Analyze Youtube Dataset
    • Database for Managing Information of Library Contents and Patrons
    • Weather Application that Provides Recommendations and real time adjustments via user images using machine learning/computer vision

🛠️ Skills

Languages

python Java julia c# sql

ML/DL

Matplotlib NumPy Pandas PyTorch scikit-learn SciPy TensorFlow

Version Control

Bitbucket GitHub

Testing

Jest pytest

Pinned Loading

  1. ActiveLearningForCausalDiscovery ActiveLearningForCausalDiscovery Public

    Python

  2. Active-Learning-Regression Active-Learning-Regression Public

    Python

  3. 4imothy/constolution 4imothy/constolution Public

    Python

  4. Maths Maths Public

    Hi Zach

  5. Forecastical/Forecastical Forecastical/Forecastical Public

    Vue 1