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Kevin Deng
Data Analytics Lead
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Kevin Deng

Data Analytics Lead
4+ years Data Science in Analytics, ML Engineering roles in E-commerce and Ads with a Master degree in Engineering
Grubhub - Just Eat Takeaway
Northwestern University
Taipei City, Taiwan

Professional Background

  • Current status
  • Profession
    Data Scientist
  • Fields
    Internet
  • Work experience
    4-6 years (4-6 years relevant)
  • Management
    I've had experience in managing 1-5 people
  • Skills
    Python
    sql
    Snowflake
    airflow
    spark
    Tableau Software
    Teradata
    Machine Learning
    git
    Data Science
    pyspark
    AWS
    presto
    hive
  • Languages
    Chinese
    Native or Bilingual
    English
    Professional
  • Highest level of education
    Master

Job search preferences

  • Desired job type
    Full-time
    Interested in working remotely
  • Desired positions
    Data Analytics Lead
  • Desired work locations
  • Freelance
    Non-freelancer

Work Experience

Data Engineer - Marketing Data Science

Sep 2021 - Present

Data Analytics Lead

Nov 2020 - Sep 2021
11 mos
. Lead analytics team to build up ETL pipelines, API-Dashboard, and Machine Learning fraud prevention model for achieving Groupon global engineering operation and financial operation KPI.

Data Analyst III

Jan 2018 - Oct 2020
2 yrs 10 mos
. Increase 5% payment authorizing rate by redesigning recurring payment for Groupon Select Loyalty Program . Formulate databases, tables, catalog, metadata for all fraud services with GDPR compliance in universal shopping cart, guest checkout, payment processor migration, and database Cloud Migration project. . Develop and manage data modeling from multiple fraud prevention and payment gateways services by setting up API, data processing, data types, compliance logic, and business logic. . Perform P&L, pricing, and ML model evaluation for partnership including Chase, Adyen, VISA, Amex, PayPal

Data Analyst

Oct 2016 - Jan 2018
1 yr 4 mos
.Increase 10% revenue from 150 dealerships by building precisely advertising digital campaigns. .Reduce 90+% time on manual works of analysis reports by developing programmatic analytical apps, including HTML, JavaScript, SQL, Python, Flask. Systematically envision digital performance and inventory opportunity. .Create an analytical pipeline to visualize data from Google Analytics API, internal MySQL, Salesforce SOQL to actionable digital strategy, marketing performance, using SQL, Python, R, and Tableau .Thrive in a cross-functional team to improve the 5% retention rate by consolidating patterns on pricing, promotions, and products from 3000+ clients' digital campaign data. .Streamline analyzing process for 1500+ dealers, OEM, large group customers' attribution, ROI, Velocity reports including 30+ critical digital marketing index such as New%, Goals, Events, Engagements. .Establish a predictive time series model for forecasting vehicle sales, upselling 50+ campaigns' budget monthly.

Research Scientist

Jan 2012 - Dec 2014
3 yrs 0 mos
.Develop Python and Perl web-based applications to parse and process earth science big data from IRIS earthquake data center to establish 3-dimensional earthquake real-time analysis and geotechnical reports. .Formulated efficient process on 100GB streaming data with MySQL, ArcGIS in Linux enhancing the accuracy of environmental science and geophysics studies

Education

Master of Science (MS)
Project Management
2014 - 2016
Bachelor of Science (BS)
Earth & Environmental Sciences
2007 - 2011