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I'm Prabhu Teja

Research Assistant at Idiap Research Institute
PhD student at EPFL

About Me

I'm currently working in the Machine Learning group at Idiap Research Institute in Martigny, Switzerland. My thesis advisor is Dr. François Fleuret.

My research is on the topic of Semantic Segmentation. In particular, I work on the topic of Unsupervised Domain Adaptation for Semantic Segmentation.

I've had a variety of experiences in the past. I started off in online handwriting recognition, moved on to medical imaging processing and most recently, worked on advertisement domain problems during my stint at Amazon.

Work & Education

December 2018 - Present

Idiap Research Institute

Research Assistant

Working on Computer Vision problem of Semantic Segmentation.

Apr 2017 - October 2018

Amazon

Research Scientist

I was a part of the advertisement moderation team, where I was building Machine Learning models for auto-moderation of advertisements on Amazon site using learned sentence embeddings. This was my first exposure to text representation methods. I briefly contribted to transfering knowledge from English marketplaces to others. I took several model to production for real-time consumption with database connectivity

July 2014 - February 2017

Siemens Healthcare Pvt Ltd

Research Engineer

  • Non-linear optimization for parameter estimation of Magnetic Resonance Imaging using Levenberg-Marquardt and Nelder-Mead (Simplex) method
  • Segmentation of human vertebra in Computed Tomography images: Active Shape models, Machine Learning (Random Forest) based boundary detection and Laplacian Mesh deformation
  • Eulerian Motion Magnification for vessel analysis in X-ray angiography images.

July 2010 - January 2014

International Institute of Information Technology, Hyderabad, India

Master of Science (Electronics and Communication Engineering)

During my Masters, I worked on handwriting recognition and signature verification for my thesis. This resulted in a publication at ICDAR 2013. I took courses on Digital Image Processing, Machine Learning, Speech Processing, Time-Frequency analysis and Artificial Neural Networks.

July 2006 - May 2010

Vellore Institute of Technology, Vellore, India

Bachelor of Technology (Electronics and Communication Engineering)

Bachelor's thesis on Direction of Arrival estimation using triangular microphone array

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Get In Touch

I can be reached, most reliably through email at prabhu.teja@idiap.ch.