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Guocong Song

Investor

Data Scientist at Playground Global

Palo Alto, California, United States

About

Guocong Song is a Data Scientist and Software Engineer at Playground.Global with expertise in deep learning, software engineering, and machine learning competitions. His technical background spans deep learning optimization, real-time ad bidding, CTR prediction, and distributed systems algorithms, along with five Kaggle competition victories. Prior to machine learning, he conducted research in communication and wireless network theory, including work recognized with the IEEE Stephen O. Rice Prize Paper Award and a book published by Cambridge University Press that has generated over 1,500 citations.

Experience

  1. Playground.GlobalData Scientist / Software Engineercurrent2015 β€” presentPalo Alto, CA
  2. ShareThisPrincipal Research/Software Engineer2013 β€” 2015Palo Alto, CA
  3. AppLovinData Scientist2013Palo Alto, CA
  4. ASSIA, Inc.Staff Engineer2011 β€” 2013Redwood City, CA
  5. IEEE Transactions of Wireless CommunicationsEditor2010 β€” 2012
  6. Silicon ImageConsultant2011
  7. SiBEAM Inc.Staff Algorithm Engineer2006 β€” 2011
  8. MotorolaSr. Engineer2005 β€” 2006

Education

  1. Tsinghua UniversityMS, BS1992 β€” 2000
  2. Georgia Institute of TechnologyPhD, Electrical and Computer Engineering2001 β€” 2005

Skills & more

Machine Learning45Data Mining39Signal Processing18Mobile Devices15WiFi14Web Applications5Spark2Mobile Advertising3RTB2Redis2Data Visualization2NLP3
+11 moreCollaborative FilteringDeep neural networksTensorflowPythonHadoopJavaMySQLnetworkxpandas (python data analysis lib)MongoDBMapReduce

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