Pre-Doc Specialist - Robotics Institute
Core
Develop, implement, and test multimodal machine learning algorithms to analyze and recognize human behavior in real-world settings (e.g., Affective Computing, AI for Healthcare).
Role type
Pre-Doc Specialist (Postdoctoral Associate/Fellow) in Multimodal Machine Learning and Human Behavior Analysis.
Builds
Multimodal ML algorithms for video classification and human behavior modeling.
Domain
Robotics, AI, Healthcare, Affective Computing.
Deliverable
production ML models | research.
Required skills
Multimodal machine learning, human behavior analysis, computer vision, deep learning, supervised/unsupervised/self-supervised learning, large vision models, multimodal foundation models, transfer learning, acoustic signal processing, facial and gesture analysis.
Preferred skills
Publications in top ML/CV conferences, clinical research experience, student mentoring, grant proposal preparation.
Technologies
Deep learning networks, video classification frameworks.
Responsibilities
Write code and develop novel AI/ML algorithms for human behavior modeling; develop and maintain software; perform research project tasks including data collection, recording, storage, and analysis; communicate research progress via meetings and reports; optimize protocols and methods; coordinate work to achieve productivity.
