Welcome to my GitHub profile! I'm a passionate Software Developer, AI researcher, and CyberSecurity Enthusiast. I actively build and contribute to a wide range of open-source projects focused on:
- 🔐 Web Security
- 📈 Data Science and Analytics
- 🌐 Web Development
- 🧠 Machine Learning
- 📚 Educational Tools
- 🛠️ Scripting & Automation
- 🔢 Repositories: 59+ public projects.
- 🛠️ Primary Languages: Python, Bash, HTML/CSS/JavaScript, C/C++, Java.
- 🚧 Current Focus: Secure digital learning platforms and web vulnerability documentation.
| Category | Repositories | Description |
|---|---|---|
| 🧱 Web Development | WebDev zenity |
Tools and frameworks for frontend/backend development |
| 🔐 Web Vulnerabilities | WebVuln | A comprehensive documentation of 100+ web vulnerabilities |
| 📊 Data Science & Stats | SM_Projects Statistical-Learning |
Exploratory data projects with statistical inference and machine learning |
| 🤖 AI & LLM Projects | kwanzaLLM Gemin2.0 |
Custom LLM prototypes and NLP experimentation |
| 💡 Educational Content | Mathematical-Terms-and-Formulae | Reference guide for students and educators |
| ⚙️ Scripts & Utilities | Bash_scripts TkCollections |
Bash, GUI automation, system monitors and helpers |
| 🧮 Algorithms | Algorithms- | Implementations of classic and modern algorithms in Python |
- 📐 Descriptive & Inferential Statistics
- 🔎 Regression Analysis (Linear, Logistic)
- 🧪 Hypothesis Testing (t-tests, ANOVA, chi-square)
- 📊 Probability Distributions & Bayesian Inference
- 📉 Real-world data experiments & insights
"Statistical thinking will one day be as necessary for efficient citizenship as the ability to read and write."
— H.G. Wells
"Pure mathematics is, in its way, the poetry of logical ideas."
— Albert Einstein
All repositories are licensed under the MIT License unless otherwise stated.
Contributions, issues, and feature requests are always welcome!
Feel free to check the issues page or open a PR if you want to collaborate. 🚀
| Platform | Link |
|---|---|
| 🔗 GitHub | @mngugi |
| 🧑💻 Dev.to | @mngugi |
Thanks for visiting! ⭐ If you find something interesting, give it a star!