Melissa Crawford

Melissa Crawford Email and Phone Number

Data Engineer at Spotify @ Spotify
Chicago, Illinois, United States
Melissa Crawford's Location
Chicago, Illinois, United States, United States
Melissa Crawford's Contact Details

Melissa Crawford personal email

n/a
About Melissa Crawford

Data Engineer bent on shaping data pipelines into efficient, reliable, and well tested machines.

Melissa Crawford's Current Company Details
Spotify

Spotify

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Data Engineer at Spotify
Chicago, Illinois, United States
Website:
spotify.com
Employees:
17003
Melissa Crawford Work Experience Details
  • Spotify
    Spotify
    Chicago, Illinois, United States
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  • Spotify
    Data Engineer
    Spotify Jan 2021 - Present
    Stockholm, Stockholm County, Se
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  • Spotify
    Machine Learning Engineer
    Spotify May 2020 - Dec 2020
    Stockholm, Stockholm County, Se
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  • Capital One
    Machine Learning Engineer
    Capital One May 2018 - May 2020
    Mclean, Va, Us
    - Influenced architecture for the RL model (reinforcement learning) used to control site testing on a subset of Capital One credit card web pages- Productionized Bayesian models through restructuring the code to follow software engineering standards and adding test coverage via pytest- Leveraged an expertise in numpy and pandas to increase clarity and speed of model fitting- Consolidated data processing and viz code into a reusable Python package using pandas and plotly- Improved collaboration between engineers and model developers by running a reoccurring intro to Bayesian statistics session for engineers designed to bridge the gap in terminology
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  • Capital One
    Senior Software Engineer
    Capital One Mar 2017 - May 2018
    Mclean, Va, Us
    - Developed ETL (extract, transform, load) pipelines for enterprise scale data using Scala Spark on AWS EMR clusters deployed with Terraform- Decreased time to complete ETL process for an increased amount of data by streamlining architecture and converting from a convoluted PySpark based system to Scala Spark- Integrated internal data quality tool into Scala Spark data pipeline through use of AWS Step Functions and Lambda functions to reduce cost and increase ease of maintenance
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  • Capital One
    Software Engineer
    Capital One Jul 2016 - Mar 2017
    Mclean, Va, Us
    - Created and maintained infrastructure that was fault-tolerant, self-healing, and scalable to process and make available data needed for a graph database backed fraud tool- Deployed Hbase, Consul, Cloudera, Zookeeper, and Kafka through use of Ansible using AWS (EMR, EC2, ELB, ASG, RDS, S3)
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  • Capital One
    Software Engineer
    Capital One Jul 2015 - Jul 2016
    Mclean, Va, Us
    - Standardized CFT (AWS Cloud Formation Templates) updates by automating a previously manual configuration process- Maintained CFT's to provision EC2/ELB's for Kafka, Zookeeper, Consul, and ELK stack
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  • Capital One
    Technology Development Intern
    Capital One Jun 2014 - Aug 2014
    - Collaborated with a team of interns to develop Hygieia, the first open source dashboard interface at Capital One using HTML, CSS, and Angular.JS to display health and status of code projects and team progress- Took an iterative approach to development with heavy emphasis on user testing
  • University Of Illinois At Urbana-Champaign
    Undergraduate Researcher
    University Of Illinois At Urbana-Champaign Jan 2013 - Dec 2013
    Champaign, Il, Us
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  • Packer Engineering
    Intern
    Packer Engineering Jun 2010 - Aug 2010
    Montgomery, Illinois, Us
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Melissa Crawford Skills

C Powerpoint C++ Microsoft Office Microsoft Excel Css Teamwork Microsoft Word Python Html Angularjs Java Chef Labview Terraform Amazon Web Services Ansible Apache Spark Research Statistics

Melissa Crawford Education Details

  • University Of Illinois Urbana-Champaign
    University Of Illinois Urbana-Champaign
    Computer Engineering

Frequently Asked Questions about Melissa Crawford

What company does Melissa Crawford work for?

Melissa Crawford works for Spotify

What is Melissa Crawford's role at the current company?

Melissa Crawford's current role is Data Engineer at Spotify.

What is Melissa Crawford's email address?

Melissa Crawford's email address is me****@****one.com

What is Melissa Crawford's direct phone number?

Melissa Crawford's direct phone number is 402-633*****

What schools did Melissa Crawford attend?

Melissa Crawford attended University Of Illinois Urbana-Champaign.

What skills is Melissa Crawford known for?

Melissa Crawford has skills like C, Powerpoint, C++, Microsoft Office, Microsoft Excel, Css, Teamwork, Microsoft Word, Python, Html, Angularjs, Java.

Who are Melissa Crawford's colleagues?

Melissa Crawford's colleagues are Salatiel Cruz, Mahan Falah, Mayank Rajput, Amanda Corrêa, Eyel Trap, Hanna Träff, Andy Golden.

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