𝐋𝐞𝐚𝐝 𝐀𝐈 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐞𝐫 𝐢𝐧 𝐎𝐜𝐮𝐥𝐚𝐫 (𝐄𝐲𝐞) 𝐇𝐞𝐚𝐥𝐭𝐡 𝐚𝐧𝐝 𝐕𝐢𝐬𝐢𝐨𝐧 𝐒𝐜𝐢𝐞𝐧𝐜𝐞• 𝐂𝐫𝐨𝐬𝐬-𝐝𝐢𝐬𝐜𝐢𝐩𝐥𝐢𝐧𝐚𝐫𝐲 𝐭𝐞𝐚𝐦 𝐥𝐞𝐚𝐝: Mentor 5 PhDs and Research Fellows in explainable AI in ocular health.• 𝐏𝐡𝐲𝐬𝐢𝐜𝐬-𝐢𝐧𝐟𝐨𝐫𝐦𝐞𝐝 𝐀𝐈 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬: Integrate physical knowledge into machine learning algorithms to address data scarcity in healthcare (e.g. physics-informed geometric deep learning for glaucoma diagnosis).•… Show more 𝐋𝐞𝐚𝐝 𝐀𝐈 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐞𝐫 𝐢𝐧 𝐎𝐜𝐮𝐥𝐚𝐫 (𝐄𝐲𝐞) 𝐇𝐞𝐚𝐥𝐭𝐡 𝐚𝐧𝐝 𝐕𝐢𝐬𝐢𝐨𝐧 𝐒𝐜𝐢𝐞𝐧𝐜𝐞• 𝐂𝐫𝐨𝐬𝐬-𝐝𝐢𝐬𝐜𝐢𝐩𝐥𝐢𝐧𝐚𝐫𝐲 𝐭𝐞𝐚𝐦 𝐥𝐞𝐚𝐝: Mentor 5 PhDs and Research Fellows in explainable AI in ocular health.• 𝐏𝐡𝐲𝐬𝐢𝐜𝐬-𝐢𝐧𝐟𝐨𝐫𝐦𝐞𝐝 𝐀𝐈 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬: Integrate physical knowledge into machine learning algorithms to address data scarcity in healthcare (e.g. physics-informed geometric deep learning for glaucoma diagnosis).• 𝐓𝐫𝐚𝐧𝐬𝐩𝐚𝐫𝐞𝐧𝐭 𝐀𝐈 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: Create interpretable algorithms for trustworthy clinical decision-making (e.g. optic nerve head structural strength prediction). Show less

• 𝐌𝐮𝐥𝐭𝐢𝐝𝐢𝐬𝐜𝐢𝐩𝐥𝐢𝐧𝐚𝐫𝐲 𝐜𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧: Contributed to aircraft engine design working with experts from various other fields.• 𝐒𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐚𝐥 𝐚𝐧𝐝 𝐟𝐥𝐮𝐢𝐝 𝐦𝐞𝐜𝐡𝐚𝐧𝐢𝐜𝐬 𝐞𝐱𝐩𝐞𝐫𝐭: Applied state-of-the-art computational methods for engine performance optimization.• 𝐏𝐫𝐨𝐜𝐞𝐬𝐬 𝐢𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐨𝐧: Developed automated assessment tools, reducing lead times by up to 95%.

Institute for Computational Mechanics (Prof. W.A. Wall) and TUM IGSSE Graduate School• 𝐒𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐝𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: Collaborated with a large team of engineers to design and implement finite element models (C++).• 𝐏𝐞𝐫𝐬𝐨𝐧𝐚𝐥 𝐬𝐤𝐢𝐥𝐥𝐬: Developed creative problem-solving, time management, and technical communication skills through several self-managed research projects.

𝐏𝐫𝐨𝐣𝐞𝐜𝐭: Real-Time 3D Collision Avoidance for Biped Robots