Aaron Soellinger – Medium

Aaron Soellinger

Aaron Soellinger

Photographic Intervention in Oaxaca, MX

2023 December 29

Dec 30, 2023

Photographic Intervention in Oaxaca, MX

Dec 30, 2023

Aaron Soellinger
in
Towards Data Science

Machine Learning Lifecycle with MLOps: Github Actions, Label Studio, Iterative.ai and NBDEV

Collaborating on deep learning projects is not easy since there are a lot of moving pieces and very little standard development practices.

May 7, 2021

Machine Learning Lifecycle with MLOps: Github Actions, Label Studio, Iterative.ai and NBDEV

May 7, 2021

Aaron Soellinger
in
Towards Data Science

A Comparison of Synthetic vs Human Labeled Dataset to Train a UNet Segmentation Model

Apr 28, 2021

A Comparison of Synthetic vs Human Labeled Dataset to Train a UNet Segmentation Model

Apr 28, 2021

Aaron Soellinger
in
Towards Data Science

Development of a Benchmark Dataset with an interface to the FastAI DataLoader using Label Studio

A demo using Label Studio segmentation mask capabilities to develop a benchmark dataset for model viability testing.

Apr 22, 2021

Development of a Benchmark Dataset with an interface to the FastAI DataLoader using Label Studio

Apr 22, 2021

Aaron Soellinger

The concern I had with this is related to mixing up the lineage of the cases.

Apr 16, 2021

Apr 16, 2021

Aaron Soellinger
in
Towards Data Science

A Non-Epidemiologists Statistical Examination of US State-Level Open Data Sources on COVID-19…

On March 29, 2021 I received an e-mail invitation from the Indiana State Department of Health to take the COVID-19 vaccine. Coming into…

Apr 8, 2021

A Non-Epidemiologists Statistical Examination of US State-Level Open Data Sources on COVID-19…

Apr 8, 2021

Aaron Soellinger
in
Towards Data Science

Deploying a REST API to Serve the Face Profile Model

After quite a long search, I have identified several products that can be used to ease the lift required to deploy deep learning models…

Mar 9, 2021

Mar 9, 2021

Aaron Soellinger

Aaron Soellinger

Aaron Soellinger has worked professionally as an engineer and full stack data scientist in finance, predictive maintenance, and exercise science.

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