Uma Ranjan

Computer Vision and Signal Processing Researcher | Healthcare , Automotive, Transportation

Role
Professor of Practice at Iit Jammu
Location
Bengaluru, KA, IN
LinkedIn followers
500 followers

About Uma Ranjan

I am inter-disciplinary by training, curious by nature, and business savvy by choice. I bring out-of-the-box thinking combined with deep expertise into everything I do. By challenging limiting assumptions, I have helped teams and businesses grow across multiple domains. By helping teams strengthen domain expertise while being customer-centric, I have propelled them to high performance and innovation in existing product lines as well completely new ones. By demanding high standards while being compassionate, I have mentored people to grow both in large companies as well as in fledgling startups.I have a deep understanding of the automotive industry, having worked on vehicle dynamics, occupant safety and accident-free driving for autonomous vehicles.I built from scratch a team whose products secure transactions on more than 5 billion phones, along with conceptualising and building an entire Trust Module for mobile devices.The teams I built have fruitful collaborations with clinicians across the world, and enable quantitative insights in diagnosis and therapeutic decisions. I continue to contribute to the Quantitative Imaging Biomarker Alliance, an initiative to bring accuracy and predictability into clinical imaging. I was part of the research team at the Indian Institute of Science, which pioneered machine learning. My early training there helps me look at learning systems in a very fundamental way, treating data as an integral part of everything I do and analytics as a natural way of solution. I build partnerships based on mutual respect. I look forward to working with you if you want someone who- Wants to solve big problems, touching people\'s lives- Has a curious mind and can mentor people to break out of their mould- Has an ability to connect with people, building bridges across domains- Can create surprising insights based on a strong math and technology foundation- Is constantly experimenting both at a domain and technology level

Experience

  1. Professor of Practice

    Iit Jammu

    Feb 2025 — Present

Education

  • RPTU Kaiserslautern-Landau

    DAAD fellowship

    1997 — 1998

  • Indian Institute of Science (IISc)

    Ph.D, Image Processing

    1992 — 1998

  • Indian Institute of Science (IISc)

    M.Sc (Engg), Image Processing

    1990 — 1992

  • Thiagarajar College of Engineering

    B.E., Electronics and Communication

    1986 — 1990

Skills

  • Research and Development (R&D)
  • Biomedical Engineering
  • R&D
  • Research
  • Machine Learning
  • Product Development
  • Embedded Systems
  • Digital Signal Processors
  • Software Development
  • Security Technologies and Embedded Systems
  • Computer Vision
  • Product Strategy
  • Medical Devices
  • C
  • Signal Processing
  • Pattern Recognition
  • Technical Management and Leadership
  • Device Drivers
  • Algorithms
  • Software Engineering
  • Medical Imaging
  • Mathematical Modeling
  • Product Management
  • Image Processing
  • Management
  • Mathematical Biology

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Uma Ranjan — Professor of Practice at Iit Jammu in Bengaluru, KA, IN | Unifers