Deanna Needell is an American applied mathematician at the University of California, Los Angeles. She has authored over 200 research papers, graduated many PhD students and mentored a large number of postdocs. She is known for work on machine learning, optimization, and signal processing as well as applications involving community nonprofits in medicine and social justice.