Alexander Hoffman

Alexander Hoffman Email and Phone Number

AI Software Engineer @ Amazon Web Services (AWS)
seattle, washington, united states
Alexander Hoffman's Location
Seattle, Washington, United States, United States
About Alexander Hoffman

I have been working as a Deep Learning Engineer at Deeplite since September 2021. This role has allowed me to continue contributing to deep learning research while also building my skills as a software developer. In this position, my work has focused on the research, development, and deployment of innovative yet reliable neural network compression and optimization methods. I am currently based in Seattle, WA, USA after having started my machine learning career in Montreal.Some fields that interest me: Real-time AI, technology for sustainability, robotics

Alexander Hoffman's Current Company Details
Amazon Web Services (AWS)

Amazon Web Services (Aws)

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AI Software Engineer
seattle, washington, united states
Employees:
72973
Alexander Hoffman Work Experience Details
  • Amazon Web Services (Aws)
    Software Engineer
    Amazon Web Services (Aws) Sep 2024 - Present
    Seattle, Washington, United States
    Annapurna LabsEnabling distributed model training for AWS NeuronFocused on multimodal foundation models
  • Deeplite
    Deep Learning Engineer
    Deeplite Sep 2021 - Sep 2024
    ● R&D of deep learning compression methods via experiment design, implementation, analysis ● Design, deployment, testing of Neutrino™ python package for automatic model compression ● Development of research tools uniting model optimization, training, evaluation, export ● Defined system requirements to integrate quantization product with compiler and sales teams ● Refactored multiple Deeplite Python libraries to improve usability and reduce code debt ● Published API documentation for both developers and customers
  • Mcgill University
    Masters Student
    Mcgill University Sep 2019 - Jun 2022
    Montreal, Quebec, Canada
    ● Developed HW-aware pruning algorithm for Transformer NLP models with PyTorch ● Literature review of DNN architecture search, compression, hardware-aware optimization ● Profiled latency of DNNs with Nvidia tools to identify latency bottlenecks ● Presented and explained experimental results with data visualizations
  • University Of Washington
    Research Assistant
    University Of Washington Dec 2017 - Aug 2019
    Seattle
    ● Working in the Center for Intelligent Materials and Systems at the University of Washington● Developed custom hardware and control software for a magnetic field generator which will transport nanorobots● Demonstrated successful test of magnetic field oscillation with custom 50 A H-bridge assembly● High Power H-bridge circuit design and simulation● Tools: LabVIEW, MATLAB, Eagle PCB, NI Multisim
  • Maxim Integrated
    Intern
    Maxim Integrated Jun 2018 - Aug 2018
    Beaverton, Oregon
    ● Worked in the applications engineering team on cloud and data center communications IC's● Developed automated PID tuner for thermoelectric cooler ● Wrote firmware for a Maxim microcontroller along with a PC GUI
  • Husky Robotics Team
    Electronics Lead
    Husky Robotics Team Apr 2017 - Jun 2018
    University Of Washington
    ● Led the hardware development of a 50 kg Mars rover● Developed PCBs for high power and mixed signal applications (power distribution, motor control)● Developed firmware for MSP430 microcontroller● Communicated with engineers across disciplines and experience levels● Managed and educated electronics subsystem members
  • Husky Robotics Team
    Electronics Team Member
    Husky Robotics Team Oct 2015 - Apr 2017
    Greater Seattle Area
    ● Designed PCBs for power distribution, motor control, digital I/O● Worked on wiring, PCB assembly, electronics mounting● Contributed to 9th place finish at University Rover Challenge 2017 in Utah
  • Maxim Integrated
    Intern
    Maxim Integrated Jun 2017 - Sep 2017
    Beaverton, Or
    ● Worked in applications group for cloud and data center communications products● Performed experiment to optimize DC-DC converter layouts● Board Troubleshooting and component selection
  • Crane Aerospace & Electronics
    Test Engineering Intern
    Crane Aerospace & Electronics Jun 2016 - Aug 2016
    Lynnwood, Wa
    ● Designed harnesses and test equipment for product development tests● Worked with assemblers to communicate instructions and order parts● Gained professional communication and peer review experience
  • Mercer Island Country Club
    Lifeguard
    Mercer Island Country Club Sep 2012 - Sep 2015
    Mercer Island, Wa
    ●Provided a safe and clean pool environment for kids and adults●Developed assertive communication skills through interactions with parents and children

Alexander Hoffman Education Details

Frequently Asked Questions about Alexander Hoffman

What company does Alexander Hoffman work for?

Alexander Hoffman works for Amazon Web Services (Aws)

What is Alexander Hoffman's role at the current company?

Alexander Hoffman's current role is AI Software Engineer.

What schools did Alexander Hoffman attend?

Alexander Hoffman attended Mcgill University, University Of Washington.

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