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RockENZO/README.md

Description

👋 Hello there, I'm Rock! 🙋 Profile views

Welcome to my profile! As an aspiring Software Engineer with a solid foundation in web development, software engineering, and machine learning, I have a passion for solving complex problems and building scalable applications. Eager to collaborate with diverse teams, I aim to contribute to impactful projects and push the boundaries of tech.

🛠 Skills 👨‍💻

1.  🔧 Software Development 📱

  • Languages:  Python   C++  Swift
  • Frameworks:  SwiftUI

2.  🌐 Web Development 💻

  • Frontend:  HTML  JavaScript  Vue.js  React  Three.js  TypeScript  GSAP  Tailwind CSS

  • Backend:  Node.js  Express.js  Streamlit

  • Databases:  MySQL  MongoDB

  • Tools:   Git   Docker   BeautifulSoup

3.  🧠 Machine Learning 🤖

  • Frameworks:   PyTorch  Scikit-learn

  • Experience: Neural network training, optimization, predictive modeling.

4.  📊 Data Analysis 🧐

  • Libraries:  Pandas   NumPy

  • Experience: Data manipulation and analysis.

5.   💬 LLM APIs and Model Localization 😶‍🌫️

  • APIs:   OpenAI   Hugging Face
  • Platforms:   Ollama
  • Experience: Proficient in utilizing LLM APIs for integrating conversational AI into applications, and localizing models using platforms like Ollama for on-device or private cloud deployment.

6.  📋 Project Management 🗂️

  • Methodologies: Agile, Scrum
  • Experience: Leading projects, coordinating teams, meeting deadlines.

🛠 Project Experience 📑

  • Engineered a web scraper leveraging LLM Ollama 3.1 for data parsing, extracting content from over 500 web pages on-premise with high precision.
  • Developed a user-friendly interface with Streamlit, allowing users to input URLs, start scraping, and parse data seamlessly.
  • Employed BeautifulSoup, Selenium, and lxml to manage various content sources, decreasing data extraction errors.
  • Enhanced and tested the application, reducing errors and bolstering overall reliability.
  • Conceptualized and built a web application to boost visibility and streamline administrative functions for volunteer groups, featuring user sign-ups, location management, event creation, and role-based profile management.
  • Spearheaded the database schema design and led the development of the user management module, ensuring efficient data storage, retrieval, and seamless frontend integration for effective role and access management.
  • Implemented secure authentication mechanisms using Argon2 for password hashing and Google OAuth for third-party login.
  • Coordinated with frontend and backend teams to achieve a 20% reduction in development time ahead of schedule.
  • Performed comprehensive testing and debugging to ensure high performance and user satisfaction.
  • Created and honed a model for detecting football players in videos with the YOLOv5 framework for training and YOLOv8 for inference, achieving 92% accuracy.
  • Sourced and pre-processed a dataset of 663 annotated images from Roboflow, enhancing model precision.
  • Leveraged Google Colab’s GPU resources for efficient model training and tuning, reaching 97.5% precision in generating real-time bounding boxes around detected players.
  • Minimized manual video analysis time by 85% through model performance optimizations.
  • Developed a weather application using SwiftUI, providing real-time weather updates based on user location.
  • Integrated CoreLocation to fetch and manage user location data for accurate weather information.
  • Implemented a responsive UI with animated loading and launch screens to enhance user experience.
  • Utilized the OpenWeather API to fetch reliable and up-to-date weather data.
  • Designed custom views and extensions for streamlined UI components and improved code reusability.
  • Conducted thorough testing and debugging to ensure application stability and performance.

🎓 Education 📖

Bachelor of Information Technology: February 2023 – Present
University of Adelaide

  • Relevant coursework:
    • Artificial Intelligence Techniques
    • Computer Systems
    • Object-Oriented Programming
    • Programming for IT Specialists (Distinction)
    • Web & Database Computing (Distinction)
    • Introduction to Applied Programming (High Distinction)
    • Introduction to Computer Systems, Networks, and Security (High Distinction)

📜 Certification 🏆

📈 GitHub Stats 📊

🔗 Connect with Me 🕸️

Thanks for stopping by! Feel free to check out my repositories and get in touch if you’re interested in collaborating on any projects.

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  1. Feed-the-world-web-app Feed-the-world-web-app Public

    This project is a web application designed for a volunteer organization. It allows users to sign up, join locations, view and create events, and manage their details. Managers have the ability to c…

    JavaScript 2

  2. ML-object-detection-project ML-object-detection-project Public

    Detect football players in videos using YOLOv5 for training and YOLOv8 for inference. The dataset is sourced from Roboflow and includes 663 annotated images. The project involves pre-processing, au…

    Jupyter Notebook 2

  3. Secure-chat-app Secure-chat-app Public

    The Secure Chat App is a real-time messaging application designed with security and privacy in mind. It leverages WebSockets for efficient, low-latency communication and employs RSA encryption to e…

    Python 2

  4. Automatic-web-scraper-with-LLM-parsing Automatic-web-scraper-with-LLM-parsing Public

    This project is an automatic web scraper that uses the LLM Ollama 3.1 to parse the body content of a web page. The application is built using Streamlit for the user interface and various Python lib…

    Python 4

  5. MyWeather MyWeather Public

    MyWeather is a SwiftUI-based weather app that provides real-time weather information based on the user’s location. It features smooth launching animations, advanced loading effects, and displays ke…

    Swift 2

  6. apple-website-replica apple-website-replica Public

    A dynamic replica of the Apple website, built with React and Tailwind CSS, showcasing interactive and engaging components that highlight Apple products. This project leverages Vite for a fast and e…

    JavaScript 2