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- Saab AB
- Machine Learning Engineer. Aug 2018 -- Aug 2021
- Intelligence Application. Aug 2020 -- Aug 2021
- - Created data mining pipelines for extracting, cleaning, and create
+ - Created data mining pipelines for extracting, cleaning, and creating
datasets for machine learning models, i.e. train/test sets.
- Was a driving force in making the system more asynchronous using
message passing between microservices, by deploying and maintaining a
@@ -153,10 +153,10 @@ tbc...
of the best model based on user defined metric, ready for serving.
- Built and deployed deep learning models for multi-modal trajectory
predictions in production.
- - Deployed and maintained a private Python Package Index (PyPI) for all
- developers. Greatly improving the development workflow, e.g. forcing
- versioning, and reducing/eliminating cross dependencies between locally
- developed Python packages.
+ - Took initiative and deployed and maintained a private Python Package
+ Index (PyPI) for all developers. Greatly improving the development
+ workflow, e.g. forcing versioning, and reducing/eliminating cross
+ dependencies between locally developed Python packages.
- Developed a graph algorithm for sensor fusion. Deployed it as a
microservice listing to incoming sensor data. This enabled more complex
pattern analysis in downstream services.