SEEKING FREELANCER, Denver, remote work is possible.
We are seeking a freelancer or agency to help us write a few python scripts for TensorFlow so that we can move away from AWS ML. Currently running a TensorFlow AMI on AWS and need help writing the python scripts to get the same predictive outputs we get from AWS ML, so we don't have to pay per record. My ML knowledge is limited so these scripts need to be well commented and easy to update: source data, column that is outcome, ID column. Our data is currently in S3 (csv) and we need to export entire lists, with an ID and the output probabilistic score (csv). We work with voter data that doesn't change much. We will do binary classification for voted/not voted data. We also do surveys, were a few thousand records have categorical response data. So we need to take the responses (1-5) and assign a categorical probability to the rest of the file based on the survey response. Data is 2m + rows, 250+ columns. Will provide data with NDA and I think this would help a lot explaining, since this is getting above my skills. Program should either decide beyes, regression, etc or use ML to find the best fit. L1, L2, etc. Limited updates on my end until I learn more and refresh on the math, well commented code is key.
REDACTED_EMAIL if you know Python, ML, and TensorFlow. If you can ask more pointed questions to get a better prospective of scope please do. Bonus if you live in Denver, you're also welcome to come in and use our office. If things work out there would be further work especially if in Denver, possibly full time with equity.