BSc (Hons) Artificial Intelligence graduate from Coventry University with First Class Honours. I am interested in Machine Learning, Natural Language Processing, Data Science, and Software Engineering, with a focus on building practical systems using Python and real-world datasets.

• Artificial Intelligence Graduate at Coventry University
• Interested in Machine Learning, NLP, Data Science, and AI applications
• Built a phishing email detection system using NLP and machine learning
• Experienced with classification models, TF-IDF, model evaluation, and data analysis
• One of the developers of Radical Red Showdown, a live online simulator platform
• Currently improving my Python, ML engineering, and data science skills
• Based in Coventry, United Kingdom

A machine learning project that classifies phishing and legitimate emails using Natural Language Processing.

Technologies: Python, scikit-learn, pandas, NumPy, TF-IDF, Jupyter Notebook

Key work included:

• Text preprocessing and TF-IDF vectorisation
• Training Logistic Regression, SVM, and Random Forest models
• Evaluating performance using accuracy, precision, recall, F1-score, and confusion matrices
• Achieved approximately 97% classification accuracy

A machine learning project that classifies human activities using smartphone accelerometer and gyroscope sensor data.

Technologies: Python, scikit-learn, XGBoost, pandas, NumPy, PCA

Key work included:

• Preprocessing 561 sensor-based features
• Training Logistic Regression, Random Forest, and XGBoost models
• Evaluating model performance across six activity classes
• Best model achieved approximately 95% accuracy

A live online simulator platform for a large gaming community.

Technologies: JavaScript, Node.js, data management, game logic systems

Key work included:

• Supporting user-facing features and game logic
• Working with databases, legality checks, formats, and user feedback
• Maintaining and improving a complex live codebase
• Supporting AI battle bot functionality and rule-based decision logic

Programming: Python, SQL, JavaScript, C++, PHP, HTML Machine Learning & Data: scikit-learn, pandas, NumPy, NLP, TF-IDF, classification models, model evaluation Tools: Git, Jupyter Notebook, VS Code, GitHub Other: Problem-solving, teamwork, communication, analytical thinking, adaptability

I am currently seeking graduate opportunities in:

• AI / Machine Learning
• Data Science
• Data Analysis
• Software Engineering
• Technology Graduate Schemes

• LinkedIn: www.linkedin.com/in/nathanael-c-r-5a81a2123
• GitHub: github.com/ClemenGame
• Email: pacman.ncr@gmail.com