Daniel Holanda Noronha

Daniel Holanda Noronha

Vancouver, British Columbia, Canada
598 followers 500+ connections

About

I create tools that maximize ML Developer Velocity!
• 8+ Years of Machine Learning experience, including PhD in understanding and debugging ML training.
• Experience creating ML benchmarking and ML performance projections tools!
• Creator of an open-source TensorFlow-based framework with 500+ stars on GitHub.
• Demonstrated experience both using and expanding Pytorch/Tensorflow.
• Experience creating production-grade Python/C++ code for deep learning.
• Applied experience in various facets of machine learning including NLP and vision.
• Deep understanding of creating and optimizing ML models to maximize HW performance.

GitHub:
https://github.com/danielholanda

Activity

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Experience

  • AMD Graphic

    AMD

    Vancouver, British Columbia, Canada

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    Vancouver, British Columbia, Canada

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    Vancouver, Canada Area

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    United States

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    High performance Computing Center (NPAD/UFRN)

Education

  •  Graphic

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Volunteer Experience

  • Engineers for a Sustainable World Graphic

    Volunteer and Project Leader

    Engineers for a Sustainable World

    Disaster and Humanitarian Relief

    Aided in and promoted sustainable development of a rural community in Haiti through engineering design projects.

Projects

  • Sustainable Accommodation for Communities in Need

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    Objective: To provide affordable, low-impact housing using converted end-of-life shipping containers for residents of economically disadvantaged countries, starting with a critical need: orphanages in Haiti.

    Approach: End-of-life shipping containers are ideal for conversion to living space since they are readily available, easy to transport, inherently strong, easy to modify, easy to make secure, and relatively inexpensive. They also provide for growth of a community through modularity;…

    Objective: To provide affordable, low-impact housing using converted end-of-life shipping containers for residents of economically disadvantaged countries, starting with a critical need: orphanages in Haiti.

    Approach: End-of-life shipping containers are ideal for conversion to living space since they are readily available, easy to transport, inherently strong, easy to modify, easy to make secure, and relatively inexpensive. They also provide for growth of a community through modularity; multiple containers could be laid out in a geometric configuration to allow for a community complex to be built over time to accommodate more individuals. Through the design and construction of interior insulated walls, ventilation measures, and shading, the inside temperature of the container will be maintained at a temperature that is cooler than the ambient outside temperature. Solar panels will be used to provide energy for lighting and ventilation. A water collection system will be implemented to provide clean drinking water. Finally, sanitary restroom facilities will be provided which will reduce groundwater contamination, a major concern as the cholera epidemic continues in Haiti.

    Other creators

Honors & Awards

  • Vanier Canada Graduate Scholarship (Vanier CGS)

    Government of Canada

    Likely the most prestigious doctoral scholarship in Canada.

  • Medal of Academic Merit

    Universidade Federal do Rio Grande do Norte

    I graduated from UFRN at the end of 2015 with a Bachelor of Science and Technology, majoring in Computer Technologies and was awarded with the Medal of Academic Merit for being the student with the highest GPA (more than 150 students were eligible).

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