Rob Chambers

Rob Chambers Email and Phone Number

Senior ML Engineer @ Zoox
Redwood City, CA, US
Rob Chambers's Location
Redwood City, California, United States, United States
Rob Chambers's Contact Details
About Rob Chambers

I'm a machine learning engineer currently working with autonomous vehicles. I have broad data and software experience, including 15 years in the scientific Python ecosystem. I have domain experience in deep learning, NLP, data analysis, data pipelines, computer vision, GIS, and also in web development, databases (SQL, NOSQL, and analytic), server administration, and devops.I have a research background, but I've also been fortunate to help launch a number of successful products and engineering systems.I love the challenge of solving tough scientific and computing problems, and then deploying those solutions efficiently to whatever cloud-, mobile-, or embedded platform they need to live on.

Rob Chambers's Current Company Details
Zoox

Zoox

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Senior ML Engineer
Redwood City, CA, US
Website:
zoox.com
Employees:
4134
Rob Chambers Work Experience Details
  • Zoox
    Senior Ml Engineer
    Zoox
    Redwood City, Ca, Us
    View
  • Motional
    Senior Ml Engineer
    Motional Feb 2023 - Sep 2024
    Boston, Massachusetts, Us
    * ML generalist working on autonomous vehicles (Multi-object tracking team / Perception org).
    View
  • Yoodli
    Principal Ml Engineer
    Yoodli Nov 2021 - Feb 2023
    * 2nd FTE in web startup building an AI coach for public speaking.* Led ML engineering efforts, drove AI planning, and communicated AI roadmap to stakeholders. * Developed and deployed NLP and recommendation models. [PyTorch, Huggingface, GPT3, GCP Vertex] * Built and owned company's DE, analytics, and experimentation systems. [Airflow/DBT/Bigquery]* Led overhaul of codebase: JS to Typescript; tests; DB redesign; CI/CD, monorepo, NX build system.
    View
  • Facebook
    Software Engineer (Ml)
    Facebook Jun 2020 - Nov 2021
    * Senior Machine Learning Generalist / Software Engineer working with text- and image-based ML models.* Reduced bullying, harassment, hate speech, and other harms on FB's highest-volume surfaces.* Led and launched projects that prevent >100 M Views / day of harmful content, reducing total prevalence of those harms on FB by several percent.* Built pipelines processing >300B events/day to characterize project impacts.* Recognized by org leads for engineering excellence (code quality, perf improvements, and documentation)
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  • Whistle Labs
    Lead Data Scientist
    Whistle Labs Feb 2019 - May 2020
    San Francisco, Ca, Us
    * Technical lead on Pet Insight Project (petinsight.com), a broad initiative to apply machine learning and data science in the pet healthcare space, backed by Mars Petcare.
 Responsible for: * Led re-design for low latency, production-level reliability, and long-term evolvability.
 * Planned integration with existing Whistle APIs and infrastructure.
 * Managed technical roadmap to support productization, while continuing feature development.
 * Led integration of project components (frontend, backend, DB, processing cluster, CI/CD, etc).
* Implemented custom data solutions for challenging time series dataset [S3/PySpark/DataBricks].
* Primary contributor to core deep learning algorithms.* Pet Insight-powered health monitoring was released as a flagship Whistle feature in 2019.
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  • Whistle Labs
    Senior Data Scientist
    Whistle Labs Jul 2017 - Feb 2019
    San Francisco, Ca, Us
    * Developed core deep learning algorithms for classifying sensor time series [Tensorflow, PyTorch].* Led acquisition, labeling, cleaning, and validation of unique training dataset (10,000+ labeled videos, 70k manual labels, and ~100 behavior types, from 2k+ pets.)* Developed project datastore [PostgreSQL, AWS RDS, S3] and web admin interface [Flask, Heroku].
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  • Independent Consultant
    Software Developer
    Independent Consultant Jun 2015 - Jul 2017
    Alternated consulting stints with long-distance bicycle touring, meditation retreats, and travel. Projects included:⋅ Smart Focus, Inc: Deployed a GPU-enabled CNN (Keras/Tensorflow) for disease diagnosis via retinal images.⋅ Truly Wireless: Developed audio/speech analysis algorithms, deployed as scalable API.
  • Creare
    Engineer
    Creare Jul 2010 - Jun 2015
    Hanover, Nh, Us
    * Architect/Lead Developer for successful software which generated $6M+ of follow-on work: * D.A.S.S.P.: Real-time physics-based algorithms synthesizing 5 TB+ of GIS data. [Python, JS]. * TabSINT: Mobile platform for flexible, calibrated audiometric studies [Cordova, AngularJS]. * Hearing Assessment: Desktop application for audiometry and data analysis [Python/Qt].* Substantial work in biomedical image segmentation, 3D viz, and signal processing.* Work in algorithm development and machine learning [sklearn]Established/maintained corporate compute cloud [AWS] and source code repo [Gitlab].
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  • Stanford University - Mechanical Engineering
    Graduate Student
    Stanford University - Mechanical Engineering Sep 2006 - Mar 2010
    Stanford, Ca, Us
    View
  • Living Microsystems
    Summer Research Intern
    Living Microsystems May 2006 - Aug 2006
    Us
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Rob Chambers Skills

Editing Video Editing Social Media Customer Service Sales Video Production Final Cut Pro Photoshop Microsoft Office Post Production Avid Photography Event Management Final Cut Studio Indesign Film Production Microsoft Excel Microsoft Word Adobe Photoshop Customer Relationship Management Video Broadcast Dvd Studio Pro Aidc Barcode Technology Thermal Printers Id Card Printing Pos Crm Sketchup Python Scipy Matlab Rhino3d Traits Traitsui Labview Fluorescence Microscopy Clean Rooms Pcr Latex Linux Signal Processing Fluid Mechanics Machine Learning Algorithm Development Computer Vision Image Processing Statistics Pytorch Postgresql Pandas Keras Javascript Flask Amazon Web Services Tensorfow Neural Networks Deep Learning Numpy Sklearn Long Short Term Memory

Rob Chambers Education Details

  • Stanford University
    Stanford University
    Mechanical Engineering
  • Harvey Mudd College
    Harvey Mudd College
    Engineering
  • The University Of Western Australia
    The University Of Western Australia
    Study Abroad

Frequently Asked Questions about Rob Chambers

What company does Rob Chambers work for?

Rob Chambers works for Zoox

What is Rob Chambers's role at the current company?

Rob Chambers's current role is Senior ML Engineer.

What is Rob Chambers's email address?

Rob Chambers's email address is gr****@****ail.com

What is Rob Chambers's direct phone number?

Rob Chambers's direct phone number is +161098*****

What schools did Rob Chambers attend?

Rob Chambers attended Stanford University, Harvey Mudd College, The University Of Western Australia.

What are some of Rob Chambers's interests?

Rob Chambers has interest in Gardening, Pickling, Environment, Education, Homebrewing, Science And Technology, Camping, Sourdough Bread Baking, Animal Welfare.

What skills is Rob Chambers known for?

Rob Chambers has skills like Editing, Video Editing, Social Media, Customer Service, Sales, Video Production, Final Cut Pro, Photoshop, Microsoft Office, Post Production, Avid, Photography.

Who are Rob Chambers's colleagues?

Rob Chambers's colleagues are Briane Nuval, Sang Ho, Mohammed El Idrissi, Faney Madapati, Daniel Cardenas, Jonah Mania, Mason Jar Massey.

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