Expertise
Machine Learning Engineering
Gaining practical industry experience in real-world AI and machine learning workflows, including data preprocessing, model development, evaluation, and experimentation.
Artificial Intelligence Development
Strong foundation in AI concepts such as Natural Language Processing, Computer Vision, and Reinforcement Learning, applied to build intelligent systems and AI-driven solutions.
Data Analytics & Predictive Analytics
Proficient in preprocessing and analyzing data, developing predictive models, and applying data-driven decision-making to solve real-world problems.
Projects
Diabetes Risk Prediction System
Evaluated results using Accuracy, Recall, F1-score, and AUC-ROC, and applied SHAP to interpret predictions and identify top risk factors.Built an AI-based early risk prediction system for diabetes using clinical and demographic data, covering the full pipeline from preprocessing to model interpretability.
Breast Cancer Diagnosis Classification
Implemented and compared Linear SVM, RBF SVM, and K-Nearest Neighbors algorithms, evaluating performance using Accuracy, Precision, Recall, and F1-score.Developed classification models to predict breast tumor status (benign vs. malignant) from diagnostic medical data, applying PCA for dimensionality reduction.
AI Text Authenticity Detection
Applied text preprocessing and feature extraction with Bag-of-Words, training and evaluating Naive Bayes and Logistic Regression models.Designed a text classification system to distinguish AI-generated content from human-written text using NLP techniques.
Fruit Image Object Recognition System
Trained and validated the model on labeled image datasets and evaluated performance on unseen test data.Designed and implemented an image classification system for fruit recognition using supervised learning techniques and preprocessing methods.
Timeline
Currently participating in a 6-week remote Machine Learning Engineering internship at FlyRank AI, gaining practical industry experience.
Achieved First Class Honours in Bachelor of Science (Hons) in Artificial Intelligence from the University of Hertfordshire.
Developed an AI-based early risk prediction system for diabetes as a graduation project.
Designed a text classification system to distinguish AI-generated content from human-written text.
Completed a 1-month intensive Machine Learning Course at the University of Hertfordshire.
Provided one-on-one mathematics tutoring at PortSaid British School, strengthening communication and time management skills.