Timothy Geiger

Imperial College London

𝗠𝗮𝘀𝘁𝗲𝗿 𝗧𝗵𝗲𝘀𝗶𝘀 𝗶𝗻 𝗰𝗼𝗼𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻 𝘄𝗶𝘁𝗵 𝘁𝗵𝗲 𝗧𝗮𝗶𝗽𝗲𝗶 𝗠𝗲𝗱𝗶𝗰𝗮𝗹 𝗨𝗻𝗶𝘃𝗲𝗿𝘀𝗶𝘁𝘆:• Developed a Quantum Neural Network model to forecast Tyrosine Kinase Inhibitor drug responses in non-small-cell lung cancer patients, showcasing comparable performance to classical models despite existing quantum limitations, underscoring the promising potential of quantum machine learning. • Implemented a quantum explainable AI approach to facilitate doctors'… Mehr anzeigen 𝗠𝗮𝘀𝘁𝗲𝗿 𝗧𝗵𝗲𝘀𝗶𝘀 𝗶𝗻 𝗰𝗼𝗼𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻 𝘄𝗶𝘁𝗵 𝘁𝗵𝗲 𝗧𝗮𝗶𝗽𝗲𝗶 𝗠𝗲𝗱𝗶𝗰𝗮𝗹 𝗨𝗻𝗶𝘃𝗲𝗿𝘀𝗶𝘁𝘆:• Developed a Quantum Neural Network model to forecast Tyrosine Kinase Inhibitor drug responses in non-small-cell lung cancer patients, showcasing comparable performance to classical models despite existing quantum limitations, underscoring the promising potential of quantum machine learning. • Implemented a quantum explainable AI approach to facilitate doctors' comprehension of the rationale behind quantum model predictions, enhancing transparency and interpretability in medical decision-making.𝗥𝗲𝗹𝗲𝘃𝗮𝗻𝘁 𝗖𝗼𝘂𝗿𝘀𝗲𝘄𝗼𝗿𝗸:Data Science and Machine Learning, Deep Learning, Inversion and Optimization, Advanced Programming, Patterns for Parallel Programming, Modelling and Numerical Methods. Weniger anzeigen

Schule Birklehof e.V.

Activities and Societies: Computer Science Club, Round Square Team, Badminton (school champion), Hockey, Big Band (Trumpet), Climbing

Ashbury College

Activities and Societies: Badminton

Hochschule der Medien Stuttgart

Activities and Societies: Badminton 𝗕𝗮𝗰𝗵𝗲𝗹𝗼𝗿 𝗧𝗵𝗲𝘀𝗶𝘀:• Leveraged the Open University Learning Analytics dataset to proactively predict student success, enabling effective early intervention strategies.• Conducted a comprehensive comparison of various classification algorithms, including SVMs, Random Forests, and Logistic Regression, to identify optimal models for accurate and actionable insights.𝗥𝗲𝗹𝗲𝘃𝗮𝗻𝘁 𝗖𝗼𝘂𝗿𝘀𝗲𝘄𝗼𝗿𝗸:Software Development, Functional Programming, Algorithms and… Mehr anzeigen 𝗕𝗮𝗰𝗵𝗲𝗹𝗼𝗿 𝗧𝗵𝗲𝘀𝗶𝘀:• Leveraged the Open University Learning Analytics dataset to proactively predict student success, enabling effective early intervention strategies.• Conducted a comprehensive comparison of various classification algorithms, including SVMs, Random Forests, and Logistic Regression, to identify optimal models for accurate and actionable insights.𝗥𝗲𝗹𝗲𝘃𝗮𝗻𝘁 𝗖𝗼𝘂𝗿𝘀𝗲𝘄𝗼𝗿𝗸:Software Development, Functional Programming, Algorithms and Data Structures, Databases, Web Development, Cloud Computing, Artificial Intelligence, Data Mining and Pattern Recognition, NLP. Weniger anzeigen

Math tutor

Associated with Timothy Geiger

Junior Mountain Rescue Service

Associated with Timothy Geiger