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Machine Learning Engineer with a Ph.D in Neuroscience. I love solving real world problems with algorithms.
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Machine Learning EngineerMeta May 2024 - PresentMenlo Park, Ca, Us -
Machine Learning EngineerBlock Jun 2021 - May 2024Oakland, California, Us1. Build and deploy ML model to detect underage abuse on the platform2. Build and deploy ML model to detect gambling activities on the platform3. Build and deploy ML model to risk rate CashApp customers at onboarding -
Senior Data ScientistAtlassian Oct 2019 - Jun 2021Sydney, Nsw, Au1. Build end-to-end personalized product recommendation models for visitors atAtlassian sites, from feature engineering, to A/B testing, and deploying model inproduction2. Build propensity model for monetization and test models in various channels3. Build feature store for internal ML platform, and help establish best practice of ML in the org -
Data ScientistLinkedin Feb 2018 - Oct 2019Sunnyvale, Ca, Us1. Build chatbot to answer analytic questions, by translating natural languagequestions into SQL query2. Develop a scalable causal inference pipeline for the experimentation platform, witha focus on the doubly robust method3. Spearhead efforts to build and maintain scalable data pipelines for sales intelligenceplatform, in Hadoop -
Data ScientistMarkmonitor Jul 2016 - Feb 2018Meridian, Idaho, Us1. Built end-to-end predictive modeling service to identify counterfeit goods on ecommercesites, to help brand protection for our clients2. Contribute to development of microservice to identify images similar to stockimages using perceptual hashing3. Contribute to development of graph algorithm in order to identify high-value targetsfor fraud detection -
Research SpecialistUcsf 2010 - 2015San Francisco, California, UsUse large-scale genetic screen to identify therapeutic targets of motor neuron diseasesUse genetics, molecular biology, imaging, and biochemistry techniques to investigate the mechanismAnalyzed and implemented statistical tests of large-scale microarray datasets in matlab and R Published 8 articles in top-tier journals, with >400 citationshttps://scholar.google.com/citations?user=gqrk1oEAAAAJ&hl=en
Ling Cheng Skills
Ling Cheng Education Details
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Case Western Reserve UniversityNeuroscience -
Tsinghua UniversityGeneral
Frequently Asked Questions about Ling Cheng
What company does Ling Cheng work for?
Ling Cheng works for Meta
What is Ling Cheng's role at the current company?
Ling Cheng's current role is Machine Learning Engineer at Meta.
What is Ling Cheng's email address?
Ling Cheng's email address is lc****@****ian.com
What is Ling Cheng's direct phone number?
Ling Cheng's direct phone number is +141527*****
What schools did Ling Cheng attend?
Ling Cheng attended Case Western Reserve University, Tsinghua University.
What are some of Ling Cheng's interests?
Ling Cheng has interest in Rock Climbing, Backpacking.
What skills is Ling Cheng known for?
Ling Cheng has skills like Python, Machine Learning, Postgresql, Scala, Spark, Sql, R, Data Analysis, Statistics, Amazon Web Services, Genetics, Neuroscience.
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