Dr. Aurobrata Ghosh

Angestellt, Project Manager (Research Scientist), Versik Analytics

Munich, Deutschland

Fähigkeiten und Kenntnisse

Image Processing
Machine learning
Mathematical Modeling
Medical Image Processing
Computer vision
Random Forests
Magnetic Resonance Imaging
MRI
Diffusion MRI
Biomedical computer science
Data Modeling
Neuroscience
Computer Science
Applied Mathematics
Mathematics
C++
C
MatLab
Python
Linux
Mac OS X
Industrial
R&D
Industrial R&D Collaboration

Werdegang

Berufserfahrung von Aurobrata Ghosh

  • Bis heute 6 Jahre und 6 Monate, seit Nov. 2017

    Project Manager (Research Scientist)

    Versik Analytics

    Researcher at AI Innovation Lab, Verisk Analytics. (Machine Learning, Computer Vision, Geometric Deep Learning, Text Analytics, ASR, NLP)

  • Bis heute 9 Jahre und 5 Monate, seit Dez. 2014

    Research Associate

    University College London

    - MACHINE LEARNING in biomedical imaging (MRI). - MODEL SELECTION of cerebral tissue. - International WORKSHOP ORGANISATION.

  • 1 Jahr und 7 Monate, Mai 2013 - Nov. 2014

    Research Engineer

    INRIA & Oléa Medical (Toshiba)

    - INDUSTRIAL COLLABORATION: Custom designed, developed and tested a C++/C libary consisting of state-of-the-art Diffusion MRI algorithms for Oléa Medical (Toshiba) - COMMUNICATION: Collaborated closely with engineers from Oléa Medical (Toshiba) to understand their needs and design a suitable architecture and functionality for the library

  • 6 Monate, Nov. 2012 - Apr. 2013

    Voluntary Engagement

    Sri Aurobindo International Centre of Education (alma mater)

    - Upgraded the Computer Science Center to a modern Ubuntu LDAP network

  • 1 Jahr und 6 Monate, Mai 2011 - Okt. 2012

    Postdoctoral Researcher

    French Research Institute of Computer Science & Applied Mathematics (INRIA)

    - MODELLING: Developed novel mathematical models and bio markers that improved Diffusion MRI analysis - LEADERSHIP: Guided 2 Ph.D candidates to make their research more impactfull to the domain

  • 3 Jahre und 8 Monate, Sep. 2007 - Apr. 2011

    Ph.D. Candidate

    French Research Institute of Computer Science & Applied Mathematics (INRIA)

    - Improved the characterization of cerebral white matter by developing higher order models of Diffusion MRI

  • 7 Monate, Jan. 2006 - Juli 2006

    Game Programmer

    VBeing Software Pvt. Ltd.

    - Brought realistic physics simulation to the gaming engine by designing a C++ interface library

  • 1 Jahr und 7 Monate, Juni 2004 - Dez. 2005

    Research Assistant

    Indian Institute of Technology, Kanpur

    - LEADERSHIP: Led a team of 3 peer researchers to conceive, develop and deliver a robot-design software - PROGRAMMING: Yantrika, an arm-like robot analysis and path-planning software to handle nuclear waste

  • 10 Monate, Aug. 2003 - Mai 2004

    Associate Programmer

    Sapient Corporation

    - PORTFOLIO MANAGEMENT: Formulated and coded a graph based mathematical optimization of trading portfolio for Essent Energy, implemented in Java/MATLAB. - “The innovative system resulted in cost savings to Essent of $4 million within 24 hours, literally paying for itself the first day it went live.” BusinessWire.

Ausbildung von Aurobrata Ghosh

  • 3 Jahre und 8 Monate, Sep. 2007 - Apr. 2011

    Computer Science

    French Research Institute of Computer Science & Applied Maths (INRIA), France

    Diffusion MRI, Neuroscience, Tensor decomposition, Mathematical Modelling, Signal Processing, C++ implementation - Thesis: Higher Order Models in Diffusion MRI

  • 1 Jahr und 1 Monat, Sep. 2006 - Sep. 2007

    Computer Science

    Université de Nice, France

    - Biomedical modelling and image processing - Thesis: From 2nd to 4th Order Diffusion Tensor MRI

  • 2 Jahre und 2 Monate, Juni 2001 - Juli 2003

    Mathematics

    Indian Institute of Technology, Kanpur, India

    Pure Mathematics, Linear Algebra, Numerical Analysis

  • 2 Jahre und 11 Monate, Dez. 1997 - Okt. 2000

    Mathematics & Computer Science

    Sri Aurobindo International Centre of Education, India

    Pure Mathematics, Statistics, Numerical Analysis, Data Structures, Pascal, C, C++, Algorithms, Game Programming

Sprachen

  • Englisch

    Fließend

  • Französisch

    Fließend

  • Bengali first language

    -

  • Hindi good knowledge

    -

Interessen

Aikido (3rd dan black belt)
Indian Classical Music (Sitar & Tabla)
Rock Climbing
Running
Trekking

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