Image of Keren Gu

Keren Gu

Masters Candidate @ Interactive Robotics Group, CSAIL

Research Engineer at DeepMind

San Francisco Bay Area

Ranked #893 out of 17,860 for Masters Candidate in United States

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Keren Gu's Email Addresses & Phone Numbers

Keren Gu's Work Experience

Interactive Robotics Group, CSAIL

Masters Candidate

September 2014 to Present

Sift Science

Technical Intern

June 2014 to September 2014

San Francisco Bay Area

Interactive Robotics Group

Undergraduate Researcher

September 2013 to May 2014

Keren Gu's Education

Massachusetts Institute of Technology

BS Mathematics

2010 to 2014

Keren Gu's Professional Skills Radar Chart

Based on our findings, Keren Gu is ...

Perceptive
Pragmatic
Cause-and-effect oriented

What's on Keren Gu's mind?

Based on our findings, Keren Gu is ...

52% Left Brained
48% Right Brained

Keren Gu's Estimated Salary Range

About Keren Gu's Current Company

Interactive Robotics Group, CSAIL

My research revolves around ways to improve machine's ability to infer hierarchical structures from demonstrations of human team collaboration tasks. Obtaining this type of hierarchical shared knowledge will improve machines' ability to work in a team environment. Current approaches include both analytical and probabilistic methods.

Frequently Asked Questions about Keren Gu

What company does Keren Gu work for?

Keren Gu works for Interactive Robotics Group, CSAIL


What is Keren Gu's role at Interactive Robotics Group, CSAIL?

Keren Gu is Masters Candidate


What is Keren Gu's personal email address?

Keren Gu's personal email address is k****[email protected]


What is Keren Gu's business email address?

Keren Gu's business email address is k*****@mit.edu


What is Keren Gu's Phone Number?

Keren Gu's phone (**) *** *** 951


What industry does Keren Gu work in?

Keren Gu works in the Computer Software industry.


Who are Keren Gu's colleagues?

Keren Gu's colleagues are David Larter, Noah Grant, Sophie Saouma, Katharina Klein, Stacy Song, Patrick Marx, Aaron Beppu, Sameer Jauhar, Duy Tran, and Marcus Rider


About Keren Gu

📖 Summary

Masters Candidate @ My research revolves around ways to improve machine's ability to infer hierarchical structures from demonstrations of human team collaboration tasks. Obtaining this type of hierarchical shared knowledge will improve machines' ability to work in a team environment. Current approaches include both analytical and probabilistic methods. From September 2014 to Present (1 year 4 months) Technical Intern @ Added new features for a real world machine learning fraud detection system; experimented with various sampling strategies on highly imbalanced dataset; initiated a project to improve internal data transparency and gain business insight by installing a SQL later over HBase using Apache Phoenix. From June 2014 to September 2014 (4 months) San Francisco Bay AreaUndergraduate Researcher @ Implemented an imitation algorithm, a type of reinforcement learning algorithm, that learns a player’s policy in playing Tetris without any knowledge of the rules of the game. Extended the algorithm in identifying human preferences in a human-robot work environment. From September 2013 to May 2014 (9 months) R&D Intern @ Laid the groundwork for a new query language from ground up: worked on data ingestion, implemented data accessing services, benchmarked on Cloud environment, designed and prototyped a client-facing query language. From June 2013 to August 2013 (3 months) Undergraduate Researcher @ Researched and presented on current big data technologies, and worked in collaboration with Avea (mobile company in Turkey) on identifying power users using these technologies. From September 2012 to January 2013 (5 months) Software Engineer Intern @ From May 2012 to August 2012 (4 months) BS, Mathematics @ Massachusetts Institute of Technology From 2010 to 2014 Keren Gu is skilled in: Python, Java, C++, MySQL, Software Engineering, PHP, SQL, HTML, Eclipse, Programming, Matlab, CSS, Software Development, Algorithms


Keren Gu’s Personal Email Address, Business Email, and Phone Number

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In a nutshell

Keren Gu's Personality Type

Introversion (I), Sensing (S), Thinking (T), Perceiving (P)

Average Tenure

0 year(s), 6 month(s)

Keren Gu's Willingness to Change Jobs

Unlikely

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