SAADA HAIBE

• Deliver engaging Science lessons across Biology, Chemistry & Physics Foundation level
• Plan and explain scientific concepts using clear, accessible methods to support mixed abilities
• Track learner progress and adapt instruction for SEN & EAL students to reduce learning gaps
• Create visual learning materials and practical resources to increase classroom engagement
• Support behaviour management and safeguarding to maintain a focused learning environment
• Work closely with curriculum leads to ensure lesson objectives align with exam specifications

• Fostered a positive and engaging learning environment through creative wall displays and effective resources.
• Built strong relationships with students and staff, enhancing the overall classroom atmosphere.
• Created safe and stimulating spaces that maximised student engagement and learning outcomes
• Supported special needs students with individualised tutoring, helping them achieve their academic goals.
• Supervised students between classes, maintaining a calm and focused environment

Machine Learning Applications – Personal Project (Dec 2023)
• Built regression, clustering, and classification models for real-world datasets (housing, health, sports) using Python
• Improved house-price model performance to R² 0.85 through feature engineering
• Achieved 89% accuracy in NBA career prediction using neural networks
• Delivered insights visually to support decision-making

Breast Cancer Prediction – MSc Dissertation (Oct 2024)
• Developed Logistic Regression, Random Forest & SVM models for survival prediction
• Best performance: 91% accuracy (Logistic Regression) with strong interpretability
• Analysed fairness and identified performance differences across demographic groups

UK Census Data Insights – Data Visualisation Project (Jan 2024)
• Explored relationships between income, age, education & marital status
• Created clear visual narratives to support socioeconomic insight and policy relevance

Blood Bank Database System – SQL Project (Oct 2023)
• Designed and queried a database for blood inventory and donor management
• Built ER diagrams and SQL workflows for operational tracking and reporting

• Managed the entire sample processing workflow, from receipt to storage, while adhering to strict laboratory and quality standards.
• Followed laboratory SOPs to maintain a clean and efficient workspace.
• Responsible for sample setup, including manual pipetting, plate preparation, and the preparation of PCR reaction mixtures.
• Identified and addressed any samples that didn't meet established criteria to ensure accuracy and reliability.
• Completed vital viral inactivation procedures to maintain safety protocols.
• Conducted test activities to assess equipment functionality, quickly troubleshooting any issues.
• Maintained a clean and organized work area, promoting a safe and productive laboratory environment.