Tania Banerjee

Research Assistant Scientist

Department of Computer Science
University of Florida
432 Newell Drive
Gainesville, FL 32611





Office: CSE 402
Phone : 352-392-1090
Email : tmishra[at]ufl.edu

I am a researcher at the University of Florida, working closely with Professor Sanjay Ranka and Professor Anand Rangarajan. My main area of focus revolves around leveraging artificial intelligence and machine learning techniques across diverse applications. Primarily, I am dedicated to enhancing transportation safety, and more recently, I have been actively involved in advancing methods for scientific data compression. In my prior research, I focused on developing algorithms for load balancing scientific applications deployed on a large number of processors, along with investigating energy-efficient computation methods. I had a brief stint researching on content management systems. For my Ph.D., my research revolved around creating hardware-aware algorithms to optimize the placement of forwarding addresses in router memory, aiming to improve router performance and energy efficiency.

Areas of Interest

Data science, artificial intelligence, applied machine learning, high performance and energy efficient computing.


2007-2012: Ph.D., Computer Science, University of Florida
1996-1998: M.Tech., Computer Science and Data Processing, Indian Institute of Technology, Kharagpur
1991-1996: Integrated M.Sc., Mathematics, Indian Institute of Technology, Kharagpur

Work Experience

2017-Present: Research Assistant Scientist, CISE, UF
2012-2016: Postdoctoral Research Associate, CISE, UF
2007-2012: Research and Teaching Assistant, CISE, UF
2003-2006: Sr. Software Engineer, Sequence Design, USA
1998-2003: Principal Engineer, Interra Systems, Kolkata, India


Book Chapter

Research Papers

The following papers are also provided in a sequential list for easy reference. For more comprehensive bibliographic details, please refer to DBLP and Google Scholar.


Data Compression

High Performance and Energy Efficient Computing

Content Management Systems

US Patent

Professional Services:

Honors and Awards: