Machine Learning & Safety Analytics Lab

My research interests lie in applied machine learning and predictive modeling of industrial systems, quality management and lean manufacturing, and statistical modeling of industrial occupational incidents for improving safety outcomes.

I established MLSA Lab in the Technology Department in Spring 2019 to conduct research on various applications of machine learning and predictive analytics in industrial systems. 

If you are a BS/MS student interested in pursuing a thesis, project, or looking for research experience in machine learning, Internet of Things, lean manufacturing and six sigma, or statistical modeling of industrial systems, please email your CV to fatemeh.davoudi@sjsu.edu.

 

Current Projects:

  1. Hybrid Machine Learning Models for Transportation Safety Enhancement (Co-PI: Dr. Maria Chierichetti, San Jose State University; $74,858 funded for 5/15/2020 to 7/31/2021)
  2. Machine Learning in Autonomous Systems (PI: Dr. Maria Chierichetti, San Jose State University; $49,560 funded for 1/1/2020 to 12/31/2020)
  3. Safety Analytics in Occupational Incidents (Collaboration with Dr. Steve Freeman and Dr. Gretchen Mosher, Iowa State University)