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https://github.com/rockenzo/rockenzo
Where innovation drives impact.
https://github.com/rockenzo/rockenzo
Last synced: about 2 months ago
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Where innovation drives impact.
- Host: GitHub
- URL: https://github.com/rockenzo/rockenzo
- Owner: RockENZO
- Created: 2024-09-09T07:25:46.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2024-09-16T14:29:32.000Z (4 months ago)
- Last Synced: 2024-09-17T15:23:52.883Z (4 months ago)
- Homepage: https://rockenzo.github.io/rockenzo/
- Size: 25.2 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
👋 Hello there, I'm Rock! 🙋 
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**: [](https://www.python.org/) [](https://isocpp.org/) [](https://developer.apple.com/swift/)
- **Frameworks**: [](https://developer.apple.com/xcode/swiftui/)
### 2. 🌐 Web Development 💻
- **Frontend**: [](https://developer.mozilla.org/en-US/docs/Web/HTML) [](https://developer.mozilla.org/en-US/docs/Web/JavaScript) [](https://vuejs.org/) [](https://reactjs.org/) [](https://threejs.org/) [](https://www.typescriptlang.org/) [](https://greensock.com/gsap/) [](https://tailwindcss.com/)
- **Backend**: [](https://nodejs.org/) [](https://expressjs.com/) [](https://streamlit.io/)
- **Databases**: [](https://www.mysql.com/) [](https://www.mongodb.com/)
- **Tools**: [](https://git-scm.com/) [](https://www.docker.com/) [](https://www.crummy.com/software/BeautifulSoup/)
### 3. 🧠 Machine Learning 🤖
- **Frameworks**: [](https://pytorch.org/) [](https://scikit-learn.org/)
- **Experience**: Neural network training, optimization, predictive modeling.
### 4. 📊 Data Analysis 🧐
- **Libraries**: [](https://pandas.pydata.org/) [](https://numpy.org/)
- **Experience**: Data manipulation and analysis.
### 5. 💬 LLM APIs and Model Localization 😶🌫️
- **APIs**: [](https://openai.com/) [](https://huggingface.co/)
- **Platforms**: [](https://ollama.com/)
- **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 🏆
- **[HackerRank Software Engineer Certificate](https://www.hackerrank.com/certificates/iframe/1d18ed03135b)**
*Credential ID: 1D18ED03135B*
- Skills: Problem-solving, Python programming, SQL databases, REST APIs
- Issued: September 2024
## 📈 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.
