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DAISY
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Maryam Ramezani
maryam.ramezani@sharif.edu

+98 21 6616 6654

Room 821, Department of Computer Engineering

Maryam Ramezani

Assistant Professor of Computer Engineering

  • Machine Learning for Systems
  • Systems for Machine Learning
  • Database Optimization
  • Text-to-SQL
  • AI Agent Systems
  • Complex and Social Networks

Maryam Ramezani is an Assistant Professor in the Department of Computer Engineering at Sharif University of Technology, where she leads DAISY Lab. She completed her PhD in Computer Engineering at Sharif in 2023, after an MSc and a BSc in Information Technology Engineering at the same university.

Her work sits between machine learning and data systems. On one side, she studies how learned components change the way data systems are built: query and database optimization, natural language interfaces such as Text-to-SQL, and agent systems that operate over real data. On the other, she works on the machine learning those systems need — inference over partially observed networks, diffusion and cascade models, uncertainty-aware prediction, and the detection of manipulated content in social media.

Alongside her academic work she has worked in industry as a consultant on artificial intelligence and business intelligence projects, as the technical director and co-founder of an MLOps startup, and as a project manager on smart-card systems. That experience shapes how the lab works: problems are chosen because they appear in real deployments, and results are expected to survive contact with real data.

Supervision

She supervises PhD, MSc and undergraduate students at Sharif. If you would like to work with the lab, read the open positions first.

Research areas

Education

  • 2023PhD in Computer EngineeringSharif University of Technology
  • 2014MSc in Information Technology EngineeringSharif University of Technology
  • 2012BSc in Information Technology EngineeringSharif University of Technology

Experience

  • Assistant Professor, Software GroupDepartment of Computer Engineering, Sharif University of TechnologyDirects DAISY Lab and teaches in the software and data curriculum.
  • Co-founder and Technical DirectorMLOps startupBuilt and operated machine learning infrastructure for production deployments.
  • ConsultantIndustrial artificial intelligence and business intelligence projectsAdvises industry teams on data platforms, analytics and applied machine learning.

Publications (11)

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