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BenFricker/README.md

Hey, I'm Ben Fricker

AI & Big Data | Cyber Security | 2nd Year CS Student

🎓 Computer Science at University of Wollongong
🔐 Passionate about AI, Machine Learning & Security
🚀 Building intelligent systems and secure applications

🛠️ Tech Stack

Languages

Python JavaScript

AI/ML & Data Science

PyTorch TensorFlow scikit-learn Pandas NumPy

Cybersecurity

Kali Linux Wireshark

🔥 Featured Projects

🐕 Dog Breed CNN Classifier

Deep learning model for classifying dog breeds using CNNs

  • Tech: Python, PyTorch, Scikit-Learn, ResNet-50
  • Accuracy: 83%+

🗂️ Data Structures & Algorithms

Comprehensive implementations of core CS fundamentals: BST, graphs, heaps, pathfinding (Dijkstra's, A*)

  • Tech: Python, Graph Theory, Algorithm Design

🧠 Multi-Layer Perceptron Classifier

Neural network implementation from scratch

  • Tech: Python, NumPy, Scikit-Learn

🛋️ Flydream Air Lounge System

Full Stack web development prototype for managing airport lounge access

  • Tech: HTML, CSS, Javascript

🎯 Current Focus

  • 🔬 Deep Learning for Computer Vision
  • 🛡️ Penetration Testing & Ethical Hacking
  • 📊 Big Data Analytics with Spark
  • 🤖 Building end-to-end ML pipelines

📊 GitHub Analytics

📈 Contribution Activity

📫 Connect With Me

LinkedIn

Profile Views

Thanks for visiting! ⭐ Feel free to star my repositories if you find them interesting!

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  1. dog-breed-cnn-classifier dog-breed-cnn-classifier Public

    Deep learning CNN achieving 83.16% accuracy on 120 dog breeds using PyTorch and ResNet-50 transfer learning

    Python

  2. Multi-Layer-Perceptron-Classifier Multi-Layer-Perceptron-Classifier Public

    Python

  3. data-structures-algorithms-python data-structures-algorithms-python Public

    Python implementation of data structures & algorithms

    Python