Dawid Kowalczyk Email and Phone Number

Biochemical production process optimisation in Brugge, Belgium. Statistical tests and small sample modeling, levers detection affecting manufacturing. Close cooperation with local teams and engineers.Fragrance process optimisation in Benicarló, Spain. Development of a cloud solution (AWS) for the factory. Creation of an end-to-end flow containing data processing, model training, inference and reporting (Amazon SageMaker).

Development of a general prodictive model, which in this case was a large multimodal neural net processing different types of data (tabular, time series, text - with the potential to also takes image or audio and any other type of data). Maintenance and refactoring of the product. Deployment on production, version control and automation of the deployment process.AWS Cloud experience (S3, lambda, EC2, CodeBuild, SageMaker, CloudWatch, SQS, Batch) & AWS CLI experienceBigQuery Database experience & Looker Dashboards creation