Machine Learning & Software Engineering Leader
San Francisco Bay Area
What company does Yuchen Z. work for?
Yuchen Z. works for General Assembly
What is Yuchen Z.'s role at General Assembly?
Yuchen Z. is Lead Instructor in Data Science
What industry does Yuchen Z. work in?
Yuchen Z. works in the Internet industry.
8+ year research experience on large-scale data mining and machine learning with big data (petabyte scale) hands-on experiences. • Coding/hacking: - Writing production code in Scala/Java with a focus on large-scale real-time data science features, e.g. clustering, classification, anomaly detection, ranking and recommendation. - Judge (2013), 1st prize winner (2012), 2nd prize winner (2011), Bay Area Intern Open Hackathon, hosted by Linkedin • Research Results: (1) published in premier conferences and journals, including KDD, WWW, ICDE, ICDM, CIKM, SDM, TKDE and SADM (2) papers been selected as Best of Conference: ICDE (2012) and SDM (2010). best paper runner up award in APWeb (2014). (3) a number of US patents filed (by eBay, Linkedin and Sumo Logic, respectively) based on my research (4) Professional activities: - Program committees: KDD'13, CIKM'13, KDD'14, KDD'15, IJCAI'15, CIKM'15, KDD'16 - Session chair of "Learning and applications" track in CIKM'13. - (External) reviewers of a number of conferences and journals, including ICDM, WWW, WSDM, ECML, SDM, ER, APWEB, PAKDD, DMKD, TKDD, TKDE, KAIS, etc. • Types of data I am working on: Massive Graphs, Links, Social Networks, Social Media, Streams, Text, Uncertain Data, Metrics, APM, Unstructured Data (e.g. log), etc. • Research Problems I am solving: Clustering, Classification, Regression, Outlier Detection (Anomaly Detection), Stream Mining, Data Representation, Compression, Visualization, etc. • Tools I am using: Java, Scala, Spark, Elastisearch, MapReduce (Hadoop), Pig, Hive, R, C, C++, C#, SQL, Python, Weka, etc.Lead Instructor in Data Science @ General Assembly Principal, Data Science and Machine Learning @ AppDynamics Senior Data Scientist, Engineering @ Sumo Logic Research Associate @ eBay Research Labs Yuchen Z. is skilled in: Data Mining, Data Science, Data Analysis, Machine Learning, Social Computing, Graph Algorithms, Clustering, Classification, Anomaly Detection, Information Retrieval, Text Mining, Business Intelligence, Hadoop, MapReduce, Weka
Introversion (I), Sensing (S), Thinking (T), Perceiving (P)
2 year(s), 0 month(s)
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