Research Fellow (Signal Processing and Machine Learning)
Core
Develop signal processing and machine learning algorithms and multi-agent visual perception techniques for drone swarms.
Role type
Research Fellow (Signal Processing and Machine Learning)
Builds
Algorithms and methods for drone swarm control and perception
Domain
Aerospace / Robotics / Machine Learning
Deliverable
production ML models
Required skills
Signal processing, Machine learning, Computer vision, Software implementation, Hardware implementation, Empirical study design, Report writing, Presentation skills, Proposal writing, Graduate student supervision
Preferred skills
Familiarity with machine learning and computer vision frameworks
Technologies
Machine learning frameworks, Computer vision frameworks
Responsibilities
Develop signal processing and machine learning algorithms for drone swarms; Develop multi-agent visual perception techniques; Perform software/hardware implementation and empirical studies; Prepare reports and conduct seminar presentations; Assist PI in proposal writing and supervise graduate students
Seniority
Mid-level Research Fellow