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Amrita Lakshmi | Elance
 
176985602337900
Last Sign-in: Jul 11, 2014

Amrita Lakshmi

Researcher in Machine learning and Text mining
   India
  |   Bangalore, Karnataka
  |  9:12 pm Local Time

Overview

I am an expert in machine learning, text mining, information retrieval and signal processing. I have an MS in Information Technology and 5+ years of experience as senior research engineer in knowledge extraction, text classification and clustering, automated ontology building etc. I have also worked on algorithm development and system design for wired/wireless communication systems as well as optimization of audio codecs and published a few papers in IEEE conferences. I am proficient in Weka, Sparql, Solr, Mahout etc. as well as programming...

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Sep 2, 2012|Other IT & Programming|$64,705|Working

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Skills (8)

Tested
Machine learning
Text mining
Information retrieval
Perl
Digital signal processing
Sparql
Solr
Mahout

Service Description

I am an expert in machine learning, text mining, information retrieval and signal processing. I have an MS in Information Technology from IIIT Bangalore and 5+ years of experience in various companies as senior research engineer.
Currently, my main interest is in developing machine learning based solutions for text mining and analysis. I have been working on knowledge extraction from text, text classification and clustering, automated ontology building etc. Earlier, I have also worked on optimization of audio codecs like Dolby MS10 and Dolby Digital Plus on TriMedia processor and researched on algorithms for wired/wireless communication systems and published a few papers in IEEE conferences.
I am proficient in Weka, Sparql, Solr, Mahout etc. as well as programming in Perl and Matlab.

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Employment

Indus TechInnovations
Senior research engineer
2010 - 2011
- R & D in text mining, knowledge extraction from text, automated ontology building - Building machine-learning based solutions and IP development for patent search and analysis
NXP Semiconductors India
Design engineer
2008 - 2010
Design of power-line communications (PLC) system for automatic meter reading (AMR) and smart grids. Optimization of audio codecs like Dolby MS10 and Dolby Digital Plus on TriMedia processor.
Aeronautical Development Agency
Research fellow
2005 - 2006

Education

Indian Institute of Information Technology Bangalo
Master of Technology in Information Technology
2006 - 2008

Keywords

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Identity
Username
AmritaLakshmi
Type
Individual
Member Since
July 2012
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Amrita Lakshmi | Elance

Amrita Lakshmi