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Aurel Berger is listed as MSc Medical Technology @ ETH Zurich | Developer @ Magnes | Talent Kick A24 | ESOP Scholar 2023 at Magnes AG, a with 7 employees, based in Zürich Metropolitan Area, Switzerland. AeroLeads shows a matched LinkedIn profile for Aurel Berger.
Aurel Berger previously worked as Biomechanics and ML Intern Developer at Magnes Ag and Teaching Assistant in Movement and Sport Biomechanics at Department Of Health Sciences And Technology (D-Hest), Eth Zürich. Aurel Berger holds Master Of Science - Ms, Health Sciences And Technology from Eth Zürich.
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👟 Ever wondered how a pair of sneakers could change someone’s life? That’s what I’m currently working on at Magnes, an ETH-spinoff. We’re developing shoes that help people with Parkinson’s walk smoothly using real-time vibrational feedback. For this, I’m leveraging gait simulation and machine learning to enhance sensor data and movement analysis. It’s incredible to see how technology can transform health!👋 Hi, I’m Aurel, 24, a Master’s student at ETH in Medical Technology and a HealthTech developer with a deep passion for biomechanics and AI to improve human movement. My mission is to show how technology can enhance athletic performance, prevent injuries, and enable individuals with movement disorders to achieve a better quality of life. When I’m not working on innovative footwear, I’m brainstorming ideas for my own future startup focused on injury prevention and movement optimization.🎓 I recently completed a project at Universitat Pompeu Fabra, where I adapted and automated an optimization algorithm for the prediction of dynamic knee joint pressure in simulations under 30 minutes, analyzing gait patterns from over 70 osteoarthritis patients to provide actionable insights for clinical treatment.🌅 Fun Fact: In spring 2023, I kicked off my own weekly outdoor training bootcamp in Pfäffikon ZH to chase my dream of being a group trainer. I love coaching non-fitness enthusiasts to reach their health goals. What's the magic ingredient? The awesome morning vibes by Lake Pfäffikon in combination with our fun workouts and community activities!🤸 In my free time, I enjoy getting some fresh air and going for a calisthenics workout in nature.💬 Tell me about you! Connect with me on LinkedIn :)
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- Developing gait simulations using OpenSim for synthetic data generation- Building and refining machine learning models to predict gait-related characteristics- Collaborating on innovative projects in biomechanics and movement analysis
Schweiz
Talent Kick is a selective cross-university program that empowers students to explore entrepreneurship through hands-on experience and develop their own startups while still studying.
Contributed to a multi-scale in silico modeling project to explore the interplay between mechanical loading and knee cartilage degeneration using musculoskeletal and finite element modeling. Developed a clinically relevant, user-friendly tool for predicting and analyzing knee joint mechanics with efficient simulation times under 30 minutes.Key Achievements:- Conducted gait pattern analyses in a cohort of over 70 osteoarthritis patients.- Adapted and automated an OpenSim simulation workflow, significantly reducing manual effort and errors.- Created an HTML report system with dynamic visualizations, interactive GIFs and synchronized plots.- Achieved a mean inverse kinematics difference of less than 1 degree between simulated and motion capture knee angles. Simulated muscle activations showed a mean cross-correlation of 0.73 with experimental EMG data, demonstrating good agreement in activation timing and shape.
Collaborated in international teams to develop innovative solutions for complex societal and technological issues, gaining cross-cultural communication and teamwork skills.The IDEA League is a strategic alliance between five leading European universities of science and technology striving to shape the future: ETH Zürich, TU Delft, Politecnico di Milano, Chalmers University of Technology and RWTH Aachen.
Leading three intensive courses in mathematics spanning 15 to 22 weeks each. Solely responsible for structuring and delivering comprehensive curricula to prepare up to eight students per course for high school or BMS entry tests.
Regensdorf, Zürich, Schweiz
Pfäffikon, Zürich, Schweiz
Hinwil, Zürich, Schweiz
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Henrik Maurenbrecher
Colleague at Magnes AgZurich, Switzerland
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Conrad Mccarthy
Colleague at Magnes AgSwitzerland
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David Streule
Colleague at Magnes AgLondon, England, United Kingdom
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Dr. George Chatzipirpiridis
Colleague at Magnes AgZurich, Switzerland
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Kathrin Müsch
Colleague at Magnes AgZurich, Switzerland
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M Feyzi Akargul
Colleague at Magnes AgZurich, Switzerland
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Alessandro Schaer
Colleague at Magnes AgZurich, Switzerland
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Chinouk Van Nijen
Colleague at Magnes AgZurich, Switzerland
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Ricardo Navarro
Colleague at Magnes AgMascuala, Jalisco, Mexico
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Olgaç Ergeneman
Colleague at Magnes AgZurich, Switzerland
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Quick answers generated from the profile data available on this page.
Aurel Berger works for Magnes AG.
Aurel Berger is listed as MSc Medical Technology @ ETH Zurich | Developer @ Magnes | Talent Kick A24 | ESOP Scholar 2023 at Magnes AG.
Aurel Berger is based in Zürich Metropolitan Area, Switzerland while working with Magnes AG.
Aurel Berger has worked for Magnes Ag, Department Of Health Sciences And Technology (D-Hest), Eth Zürich, Talent Kick, Bcn-Medtech, and Idea League.
Aurel Berger's colleagues at Magnes AG include Henrik Maurenbrecher, Conrad Mccarthy, David Streule, Dr. George Chatzipirpiridis, and Kathrin Müsch.
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Aurel Berger holds Master Of Science - Ms, Health Sciences And Technology from Eth Zürich.
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