EPFL Engineering Project
Implemented stabilizing linear and nonlinear MPC controllers to track thrust-vectoring trajectories on an underactuated rocket-drone platform.
Linear/Nonlinear MPC
Multivariable Control
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EPFL Engineering Project
Built a simulation-to-flight control stack enabling autonomous gate traversal with computer vision and cascaded PID control on physical quadrotor hardware.
Computer Vision
Control Systems
Simulation (Webots)
Hardware Integration
Real-World Flight Testing
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EPFL Semester Project
Delivered the end-to-end architecture of an autonomous competition robot for reliable brick detection, collection, and zone-aware delivery in a constrained arena.
Mechanical Design
Project Management
Software Development
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EPFL Engineering Project
Developed a computational biomechanics pipeline to study neural locomotion strategies through CPG-driven swimming dynamics and proprioceptive feedback loops.
Computational Modeling (MuJoCo)
CPG Control Systems
Biomechanics
Proprioceptive Feedback
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EPFL Engineering Project
Developed a perception-to-planning stack for autonomous navigation with obstacle avoidance and state estimation in uncertain 2D environments.
A* Algorithm
Kalman Filter
Computer Vision
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EPFL Engineering Project
Designed a biologically inspired navigation algorithm for robust odor-source localization under uncertain plume and motion conditions.
Simulation Analysis (MuJoCo)
Neuroscience Research (HRC model)
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