JIE TANG - University of California, Berkeley [PDF]

Coursework: robotics, convex optimization, computer vision, statistical learning theory, Bayesian inference, algorithms

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JIE TANG (425)444-6733  1789 OXFORD ST, BERKELEY, CA 94709 [email protected]  http://www.eecs.berkeley.edu/~jietang

E DUCATION University of California, Berkeley

9/2008-Present

PhD student, EECS Department. Coursework: robotics, convex optimization, computer vision, statistical learning theory, Bayesian inference, algorithms and data structures. Harvard University

9/2004-6/2008

Bachelor of Arts in Computer Science and Economics. Graduated magna cum laude with Highest Honors.

R ESEARCH E XPERIENCE Researcher - Robot Learning Lab, UC Berkeley

1/2009-Present

Main research interests: machine learning, with application to robotics and control; reinforcement learning; learning from demonstration; autonomous helicopter flight. (http://www.eecs.berkeley.edu/~jietang) Technical Director, President - RFC Cambridge

9/2006-6/2008

Harvard-MIT Robocup team. Developed AI for soccer-playing robots; created vision system for object / movement detection and pattern recognition; worked on control loops and simulation tools. Undergraduate research assistant - Harvard EconCS lab

9/2006-6/2008

Worked on a system for managing grid resources using virtual currency and online markets.

T EACHING E XPERIENCE Graduate Student Instructor - Berkeley EECS CS188: Introduction to AI

Spring 2010, Fall 2010

Taught search, constraint satisfaction, game playing, MDPs, reinforcement learning, Bayes nets, HMMs. Teaching Fellow - Harvard DEAS CS182: Intelligent Machines

Fall 2007

Taught search, constraint satisfaction, game theory, logic, distributed multi-agent optimization.

W ORK E XPERIENCE Software engineering intern - Facebook, Inc.

6/2008-9/2008

Designed and implemented streamlined news feed event logging system. Dev intern - Liquid Machines, Inc.

6/2007-9/2007

Designed and implemented recording / playback testing tool for proprietary rules engine / expert system for document-security, control and auditing software; wrote knowledge representation rules for CAD applications. Analyst intern - Jane Street Capital

6/2005-9/2005

Conducted data mining / analysis and market research, trading equities and futures.

AWARDS • • • • •

NDSEG Fellow 2009 (175 fellowships out of 2527 applicants in CS since 2001) Hoopes Prize 2008 (Senior Thesis award, 80/1600 students. One of four awarded in math / CS that year) Harvard College Scholar 2005, 2007 (Top 10% of class by GPA) Detur Prize Winner 2005 (Top 10% of first-year class by GPA) Herchel Smith Fellow, Summer 2006 (summer research fellowship)

L ANGUAGES Python, Java, C++, C#, Lisp, Scheme, C, Emacs-Lisp, Haskell.

R EFERENCES Available upon request.

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