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Aykut Firat Phones & Addresses

  • Lexington, MA
  • 2 Earhart St UNIT 804, Cambridge, MA 02141 (617) 771-4311
  • 143 Albany St, Cambridge, MA 02139
  • 5 Granite St, Cambridge, MA 02139
  • 10 Magazine St, Cambridge, MA 02139
  • West Roxbury, MA
  • Lowell, MA
  • Oxford, OH
  • 143 Albany St APT 22, Cambridge, MA 02139

Work

Position: Building and Grounds Cleaning and Maintenance Occupations

Resumes

Resumes

Aykut Firat Photo 1

Chief Data Scientist

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Location:
143 Albany St, Cambridge, MA 02139
Industry:
Information Technology And Services
Work:
Crimson Hexagon - Boston, MA since Jun 2012
VP of Research and Analytics

Crimson Hexagon - Boston, MA Jun 2012 - Oct 2012
Acting VP of Engineering

Crimson Hexagon - Boston, MA Aug 2011 - Jun 2012
Senior Director of Research and Analytics

Affinnova - Waltham, MA May 2008 - Oct 2011
Chief Product Development Scientist

Northeastern University Sep 2003 - May 2008
Assistant Professor at College of Business Administration (Tenure Track)
Education:
Massachusetts Institute of Technology - Sloan School of Management 1998 - 2003
Ph.D., Management Science
Miami University 1996 - 1998
MS, Systems Analysis, Computer Science and Software Engineering Department
Bosphorus University 1992 - 1996
BS, Industrial Engineering
Skills:
Machine Learning
Analytics
Algorithms
Big Data
Data Analysis
Databases
Data Mining
Java
Software Engineering
R
Python
Distributed Systems
Statistical Modeling
Artificial Intelligence
Engineering Management
Computer Science
Hadoop
Product Management
Software Development
C
Statistics
Market Research
Optimization
Business Intelligence
Integration
Simulations
Predictive Analytics
C#
Segmentation
Apache Pig
Mapreduce
D3.Js
Pytorch
Tensorflow
Deep Learning
Natural Language Processing
Image Processing
Languages:
English
Turkish
Aykut Firat Photo 2

Aykut Firat

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Publications

Us Patents

Systems And Methods For Language Classification

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US Patent:
20140278353, Sep 18, 2014
Filed:
Mar 13, 2013
Appl. No.:
13/798890
Inventors:
- Boston MA, US
Aykut Firat - Cambridge MA, US
Christopher Bingham - Cambridge MA, US
International Classification:
G06F 17/28
US Classification:
704 9
Abstract:
Systems and methods are provided for classifying text based on language using one or more computer servers and storage devices. In general, the systems and methods can include a language classification module for classifying text of an input data set using the output of a training module. In an exemplary embodiment, a bootstrapping step feeds the output of the language classification module back into the training module to increase the accuracy of the language classification module. By iterating the language classification and training modules with input data having certain features, a user can tailor the language classification module for use with text having those or similar features.
Aykut Firat from Lexington, MA, age ~51 Get Report