Machine learning Experts

Matthias Winkenbach, PhD

Director of Research, MIT Center for Transportation & Logistics | Senior Research Scientist, MIT | Chair, MIT Transportation Education Committee | Director, MIT Intelligent Logistics Systems Lab & MIT CAVE LabMIT Center for Transportation & Logistics

Dr. Winkenbach researches at the intersection of AI, operations research, and human decision-making — transforming global supply chains.

Last-Mile DeliverySupply Chain AIDrone LogisticsVehicle RoutingWarehouse Automation

Deva Ramanan

ProfessorCarnegie Mellon University

Deva Ramanan's research interests span computer vision and machine learning, with a focus on visual recognition.

Human-Centered RoboticsHuman-Robot CollaborationMachine Learning Embedded in SystemsNeurorobotics3-D Vision and Recognition

Aarti Singh

ProfessorCarnegie Mellon University

Aarti Singh's research focuses on design of AI agents that complement human decision making.

Signal ProcessingArtificial IntelligenceStatisticsMachine Learning

Sai Zhang

Assistant ProfessorUniversity of Florida

Sai Zhang's research leverages machine learning and big biomedical data to decode complex human diseases and advance precision medicine.

Computational BiologyComputational GenomicsMachine LearningPrecision MedicineStatistical Genetics

Carolyn Penstein Rosé

ProfessorCarnegie Mellon University

Carolyn Rosé's research advances Sociotechnical AI through human-AI collaboration and data-driven inductive biases and representations.

Computational Social SciencesComputational Data ScienceCoding AgentsMedical NLPAutomated Discourse Analysis

Mingzhang Yin

Assistant ProfessorUniversity of Florida

Mingzhang Yin studies probabilistic machine learning, Bayesian methods and causal inference.

Quantitative MarketingMachine LearningBayesian StatisticsCausal Inference

Jeff Schneider

Research Professor, Robotics InstituteCarnegie Mellon University

Jeff Schneider's work is on ML, AI, Autonomy, robotics, self-driving cars, nuclear fusion, and national defense.

RL and LLMs/VLMsNational DefenseNuclear FusionSelf-Driving CarsRobotics

Emma "Mickey" MacKie

Assistant ProfessorUniversity of Florida

Mickey MacKie uses geophysical observations and machine learning techniques to study the topography, geology and hydrology of glaciers.

Cryosphere ResearchGlaciologyTopography, geology and hydrology of GlaciersMachine LearningGlaciers

Tomasz Arodz, Ph.D.

Associate ProfessorVCU College of Engineering

Dr. Arodz's research focuses on machine learning and bioinformatics

Biomedical Data ScienceFoundational ModelsBioinformaticsMachine Learning & Deep LearningQuantum Machine Learning

Amir Hayeri

Chief Executive OfficerBio Conscious Technologies

As the Founder & CEO of Bio-Conscious Technologies Inc, Amir has a diverse background in developing novel medical software technology.

Medical Software TechnologyArtificial IntelligenceMachine LearningGlucose MonitoringDiabates

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