M. Sc.-Ing. Binayak Ghosh

M. Sc.-Ing. Binayak Ghosh
Telegrafenberg
Building A 17, Room 01.14
14473 Potsdam
+49 331 288-28976
+49 331 288-1192
binayak.ghosh@gfz-potsdam.de

Function and Responsibilities:

  • Application of Deep Learning methods for removal of atmospheric noise from the data, using Conditional Generative Adversarial Networks (GAN) and Autoencoders, on Google Cloud
  • Processing of optical and radar data on Google Earth Engine for Flood Mapping using Convolutional Neural Networks
  • Applying minimum spanning tree based ICA decomposition for analysis of volcanic activation from SAR data

Research Interests:

  • Machine Learning
  • Data Science
  • Remote Sensing

Education:

2015 – 2017 Master of Science in Information and Communications Technology (ICT) Innovation,Technische Universitat Berlin - KTH Royal Institute of Technology, Stockholm (EIT Digital Master School)

Master Thesis: Opto-Acoustic Slopping Prediction System in Basic Oxygen Furnace Converters

2011 – 2015   Bachelor of Technology in Electronics and Communications Engineering,Institute ofEngineering and Management, Kolkata, India

Publications