Michael Gump

Michael Gump Email and Phone Number

Co-Founder @ Aviad
San Francisco, CA, US
Michael Gump's Location
San Francisco, California, United States, United States
Michael Gump's Contact Details

Michael Gump personal email

n/a
About Michael Gump

Michael Gump is a Co-Founder at Aviad. He possess expertise in python, pandas, tensorflow, data analysis. Colleagues describe him as "Michael was selected for a summer internship at The Aerospace Corporation. Even though he was only a first year student, it became quickly apparent that his abilities far exceeded our expectations for his summer. Our plans centered around performing an investigation into the use of microservices to automate the processing chain of a complex, synchronous workflow. We were specifically interested in the application of horizontal scaling of compute infrastructure vs. vertical scaling through faster, more capable processors. With very little guidance, Michael was able to create an experiment using Amazon Web Services' Lambda microservice, combined with the power of the open source TensorFlow machine intelligence library, to prove significant utility of microservices and horizontal scaling. Michael's thorough investigation, coupled with his ability to work with little guidance made this investigation a great success. His efforts were recognized by senior management as well as project management. Michael's efforts didn't stop there, however; because he finished the project much sooner than expected, we developed two other experiments for Michael to investigate. The first was an investigation into the relative differences in network latency within regions in Amazon Web Services. In this experiment, Michael worked from the hypothesis to create his own test harness to extract the necessary data for the study. In his third investigation, Michael researched open source security code analysis tools. Again, given only a hypothesis, Michael was able to compile a list of security analysis tools, then performed direct comparisons of the tools using a code baseline with known security vulnerabilities to assess each systems' efficacy. He also verified compliance of the code analysis tools with the Common Vulnerabilities and Exposure database, the recognized database of security vulnerabilities in software. In all, we were extremely pleased with the self-starter attitude, the functional knowledge of how to apply the engineering method, and his attention to detail. The analyses Michael performed were extremely relevant to the research and customer focus areas of The Aerospace Corporation and were received very well by both Aerospace technical and program management."

Michael Gump's Current Company Details
Aviad

Aviad

View
Co-Founder
San Francisco, CA, US
Website:
aviad.ai
Employees:
3
Michael Gump Work Experience Details
  • Aviad
    Co-Founder
    Aviad
    San Francisco, Ca, Us
  • South Park Commons
    Founder Fellow
    South Park Commons Apr 2024 - Present
    San Francisco, California, Us
  • Nuro
    Software Engineer
    Nuro Jul 2020 - Aug 2023
    Mountain View, Ca, Us
  • Airbnb
    Engineering Intern
    Airbnb Jun 2018 - Aug 2019
    San Francisco, Ca, Us
    Summer 2019 -- Contributing to Bighead, Airbnb’s ML framework as part of the ML Infrastructure team.Summer 2018 -- Applied Apache Spark to improve data quality and increase visibility into several important metrics for a new service. Designed and engineered a system to robustly identify user requests even with many inconsistent or missing data sources.
  • Voyage
    Deep Learning Intern
    Voyage Jun 2017 - Aug 2017
    Palo Alto, California, Us
    Deployed a classification system on an autonomous vehicle that allows for the interpretation of nearby objects.Took initiative to introduce early stage annotation system for the company, allowing for a quicker development loop.Produced literature reviews for recent work in areas such as image semantic/instance segmentation, point cloud segmentation, and object detection.
  • The Aerospace Corporation
    Undergraduate Intern
    The Aerospace Corporation Jun 2016 - Aug 2016
    El Segundo, California, Us
    Wrote a responsive image classifier using Amazon's Lambda cloud tool and Google's machine learning library tensorflow.Automated latency and bandwidth testing of AWS EC2 instances.Presented research on open source static analysis tools and security flaws within a commonly used tool at Aerospace.

Michael Gump Skills

Python Pandas Tensorflow Data Analysis

Michael Gump Education Details

  • Massachusetts Institute Of Technology
    Massachusetts Institute Of Technology
    Artificial Intelligence
  • Massachusetts Institute Of Technology
    Massachusetts Institute Of Technology
    Computer Science
  • Walt Whitman High School
    Walt Whitman High School

Frequently Asked Questions about Michael Gump

What company does Michael Gump work for?

Michael Gump works for Aviad

What is Michael Gump's role at the current company?

Michael Gump's current role is Co-Founder.

What is Michael Gump's email address?

Michael Gump's email address is mi****@****bnb.com

What schools did Michael Gump attend?

Michael Gump attended Massachusetts Institute Of Technology, Massachusetts Institute Of Technology, Walt Whitman High School.

What skills is Michael Gump known for?

Michael Gump has skills like Python, Pandas, Tensorflow, Data Analysis.

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