Machine Learning Engineer at Yelp
Berkeley, California
Yelp
Data Mining Internship
June 2016 to August 2016
UC Berkeley
Undergraduate Researcher
January 2015 to May 2015
StatNews Lab
Workday
Software Engineering Internship
June 2014 to October 2014
Pleasanton, CA
UC Berkeley
Teaching Assistant, EE20 (Signals and Systems)
January 2014 to May 2014
UC Berkeley
Stanford University
Research Intern
June 2011 to August 2012
Contag Lab
Yelp
Data Mining Internship
May 2015 to August 2015
San Francisco Bay Area
Yelp
Machine Learning Engineer
October 2016 to October 2020
San Francisco Bay Area
What company does Evan Yao work for?
Evan Yao works for Yelp
What is Evan Yao's role at Yelp?
Evan Yao is Data Mining Internship
What industry does Evan Yao work in?
Evan Yao works in the Computer Software industry.
Who are Evan Yao's colleagues?
Evan Yao's colleagues are Alexey Pervushin, Daniele Rolando, Philippe Schwyter, Arthur Jen, Ameneh Gholipour, Keegan Parker, Jeremy White, Arun Bharadwaj, Yin-Chen Chang, and Valentina Orlova
📖 Summary
Data Mining Internship @ Yelp Created a text classification model that classified real-time direct messages sent with intent of review solicitation. From June 2016 to August 2016 (3 months) Undergraduate Researcher @ UC Berkeley Investigated clustering techniques used for a sparse regression model for predicting document similarity under the StatNews Lab run by Professor El Ghaoui. From January 2015 to May 2015 (5 months) StatNews LabSoftware Engineering Internship @ Workday Architected and implemented a multi-tenant allocation system for the OMS Cloud team to optimize datacenter server utilization. Developed resource requirement models and algorithms for the allocation logic, and analyzed performance benefits using historical log data. Presented results to multiple teams and to executives. Continued working part-time during the school year and presented findings at Workday's Internal Developer Conference. From June 2014 to October 2014 (5 months) Pleasanton, CATeaching Assistant, EE20 (Signals and Systems) @ UC Berkeley Taught sections for a 300 student course about Signals and Systems with applications to audio, images, video, communications, and control. Instructed and supervised software labs in Matlab covering topics such as image processing, Shazam, and digital camera simulations. From January 2014 to May 2014 (5 months) UC BerkeleyResearch Intern @ Stanford University Developed real-time image recognition software for a Dual-Axis Confocal (DAC) microscope to detect tumors through fluorescence scanning techniques. Incorporated signal processing tools for spectral analysis and edge detection and designed multiple biological experiments with the lab for testing. Code primarily written in Labview and Matlab. Submitted a paper to the Intel Science Talent Search. From June 2011 to August 2012 (1 year 3 months) Contag LabData Mining Internship @ Yelp Implemented a system for detecting inaccurate business locations using anomaly detection techniques on associated business check-in and photo location data. From May 2015 to August 2015 (4 months) San Francisco Bay AreaMachine Learning Engineer @ Yelp Working on the Trust and Safety team to safeguard the quality of Yelp's content by filtering deceptive opinion review spam, disruptive user-generated content, and fraudulent business listings. From October 2016 to October 2020 (4 years 1 month) San Francisco Bay Area
Introversion (I), Intuition (N), Thinking (T), Judging (J)
1 year(s), 0 month(s)
Unlikely
Likely
There's 100% chance that Evan Yao is seeking for new opportunities
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