Find more Network And System Administration Remote Jobs posted recently Worldwide

Required Amazon S3,Computer Vision,Deep Learning,DevOps,Machine Learning freelancer for Data Ingestion Pipeline needed on AWS for Computer Vision Pipeline job

Posted at - Apr 8, 2018

Toogit Instant Connect Enabled


Our team is looking to develop a pipeline to ingest our image data for the training of vision algorithms over AWS (though we are open to other platforms such as GCP if there is a good case to be made\u2026 our inclination to move towards AWS is due to Sagemaker and their ability to support Tesla V100 GPUs.). We are well versed in machine learning and are looking someone with strong DevOps skills with decent experience in machine learning to help set this infrastructure up as our biggest barrier to this is time.

Our goal is to implement five open source deep learning algorithms on the cloud and to have them configured to ingest data from an S3 bucket and output results to a specified directory structure on S3 as well. We've defined ahead of time the project architecture and where everything should be saved so you will just have to ensure that these algorithms can run on any GPU powered instance and have their output saved to the right S3 buckets. Since the algorithms require a variety of packages, we ask that this particular docker container be used to alleviate package dependency issues https://github.com/floydhub/dl-docker and that there is a system to enable this container on any Nvidia GPU based instance (though additional dependencies might need to be installed to support these algorithms). The algorithms shouldn't need to be modified heavily from their original code, outside of pointing them to the right location and tested to ensure they can be trained / tested on data read from S3 (we can certainly help with this part). We would consider the project completed if all five algorithms could be successfully trained and validated on test data for some some small datasets that we will provide on S3 and that this can be replicated on another instance.

About the recuiterMember since Jul 3, 2017 Ruhl R R.
from Bergamo, Italy

Skills & Expertise Required

Amazon S3 Computer Vision Deep Learning DevOps Machine Learning 

Candidate shortlisted and hired
Hiring open till - Apr 8, 2018

Work from Anywhere
40 hrs / week
Fixed Type
Remote Job
$9.92
Cost

Looking for help? Checkout our video tutorial
How to search and apply for jobs

How to apply? Do you have more questions about the Job?
See frequently asked questions


Apply on more work from home jobs posted in Network And System Administration category.


Related Jobs


Latest In Amazon S3 Jobs


Latest In Computer Vision Jobs


Latest In Deep Learning Jobs


Latest In DevOps Jobs


Latest In Machine Learning Jobs