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    Stas Sajin

    Experimentation at DoorDash

    Stas Sajin is a Staff Software Engineer at DoorDash, specializing in experimentation. Based in the San Francisco Bay Area, he has a strong background in data science, particularly in full-stack data science with experience in speech processing and finance. His work primarily focuses on enhancing experimentation velocity and trust within the DoorDash platform.

    Professional Background

    • Current Role: Staff Software Engineer on the Experimentation Team at DoorDash since July 2021. His responsibilities involve increasing the speed and efficacy of experimental designs to optimize product decisions.
    • Previous Roles:
      • Senior Data Scientist at DoorDash from September 2020 to July 2021.
      • Lead Data Scientist at Earnest Inc. from January 2019 to August 2020, where he contributed to machine learning services that supported underwriting infrastructure.

    Technical Expertise

    Stas has a diverse technical skill set, including:

    • Programming Languages: Proficient in Python, R, and Scala.
    • Databases: Experienced with Redshift, BigQuery, Snowflake, and PostgreSQL.
    • CI/CD Tools: Familiar with Jenkins, GitHub Actions, and others.
    • Cloud Infrastructure: Knowledgeable in AWS services such as S3, EC2, and SageMaker.

    Contributions at DoorDash

    Stas has been involved in various innovative projects aimed at improving DoorDash's operational capabilities:

    • He has worked on developing systems that balance supply and demand through machine learning techniques.
    • His recent focus includes addressing challenges in A/B testing methodologies to enhance the reliability of experimental results.

    Thought Leadership

    Stas has also shared insights on managing data science teams effectively and fostering a culture of empathy within technical environments. He emphasizes the importance of education and awareness in improving experimental design practices at DoorDash.

    For more detailed information about his professional journey and contributions, you can view his LinkedIn profile here .1

    Highlights

    How DoorDash is pushing experimentation boundaries with ...
    How DoorDash is pushing experimentation boundaries with ...
    Sharpening the Blur: Removing dilution to maximize experiment ...
    Addressing the Challenges of Sample Ratio Mismatch in A/B Testing
    Balancing Velocity and Confidence in Experimentation - DoorDash
    Balancing Velocity and Confidence in Experimentation - DoorDash
    Managing Supply and Demand Balance Through Machine Learning

    Related Questions

    What are some of the key projects Stas Sajin has led at DoorDash?
    How does Stas Sajin's background in speech processing influence his work at DoorDash?
    What is Stas Sajin's philosophy on managing a data science team?
    Can you provide examples of Stas Sajin's contributions to DoorDash's experimentation team?
    What technologies and tools does Stas Sajin specialize in?
    Stas Sajin
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    Stas Sajin, photo 2
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    Location

    San Francisco Bay Area