Kiran Kumar

Kiran Kumar

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ABOUT ME
I'm a cognitive psychologist currently working on analyzing human attention, but also broadly interested in machine learning applications an
I'm a cognitive psychologist currently working on analyzing human attention, but also broadly interested in machine learning applications and statistical analysis of large data sets.

I am statistical analyst with experience in developing novel machine learning algorithms and applying them to understand human data and processes.

Eastern Time (US & Canada) (-04:00)
Joined January 2018
EXPERTISE
5 years experience
5 years experience
I am phd student at Indiana University in the cognitive science program. I have deep expertise developing statistical tools for analyses ...
I am phd student at Indiana University in the cognitive science program. I have deep expertise developing statistical tools for analyses over the last 4 years. I have previous experience in large scale software development.
Apache HTTP ServerRNumPyFlaskHtml/css, javascript, phpMATLAB
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SOCIAL PRESENCE
Stack Overflow
304 Reputation
2
5
15
EMPLOYMENTS
Doctoral Researcher
Indiana University
2013-08-01-Present
• Identified individual differences for attention by designing experiments, collecting data, building statistical models, and visualizati...
• Identified individual differences for attention by designing experiments, collecting data, building statistical models, and visualizations resulting in publications and grants • Researched privacy concerns of user activity patterns, estimated through record linkage using 40 GB of data with accuracy 90 times better than random chance • Established metrics and statistics which could signal a change in language pattern of individuals over the longitudinal written material (28 years) of New York Times with 13 million text documents. • Led two research assistants on exploring articles, designing experiment and analysis of data achieving honorable mention at a conference for the presentation of a poster • Organized and moderated cognitive lunch speaker seminar series
Python 3
MATLAB
Bootstrap 3
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Python 3
MATLAB
Bootstrap 3
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Software Engineer Intern
plotwatt
2011-06-01-2011-11-01
• Improved categorization and analysis of data based on electrical usage patterns for generating recommendations through a web module ...
• Improved categorization and analysis of data based on electrical usage patterns for generating recommendations through a web module • Reduced network traffic by enabling data transfer between memcached, sql, and S3 • Handled loss of data during downtime by replaying data packets stored through logs achieving higher availability of service for customers
Python
SQL
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Python
SQL
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PROJECTS
Analysis of new york time trends
2015
Authorship determination in a longitudinal new york times data set (scraped using beautiful soup and mongodb). Analysis to select data co...
Authorship determination in a longitudinal new york times data set (scraped using beautiful soup and mongodb). Analysis to select data consistent with assumptions and clustering based on document word frequency (n-gram), dependency parses (stanford NLP) for a user per year.
Python
MongoDB
R
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Python
MongoDB
R
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Multiagent automatic driving
2010
Vehicle navigation using a laser scanner to identify obstacles and swarm intelligence techniques for obstacle avoidance.
Vehicle navigation using a laser scanner to identify obstacles and swarm intelligence techniques for obstacle avoidance.
Python
C++
Python
C++