Héctor Villeda
About me:
I am an entrepreneur and very passionate about robotics.
I hold an MSc. in Robotics and Advanced Manufacturing from CINVESTAV, and a BSc. in Mechatronics from Universidad Politécnica de Pachuca, both in Mexico.
In 2015, I co-founded Introid Inc., a company focused on developing advanced technology solutions using artificial intelligence and vision systems
I also pursued a PhD in Robotics and Artificial Intelligence in the Intelligent and Interactive Systems group (IIS) at the University of Innsbruck, Austria, under the supervision of Prof. Justus Piater.
My curiosity drives me to engage in projects across both industry and research. In the industrial sector, I specialize in automation, robotic manipulation tasks, and vision systems for inspection processes.
My current research experience focuses on the generalization of robot skills using machine learning methods, learning from demonstrations, end-to-end neural network-based learning, hierarchical task for multi-robot systems, and optimization techniques for redundant manipulation.
I am driven by the challenge of bringing theoretical research into real-world applications.