Paweł Skrzypek

Conf42 Speaker profile

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Conf42: Python 2021

Complex AI Forecasting Methods for Investments Portfolio Optimization

Presentation of the first complete AI investment platform. It is based on most innovative AI methods: most advanced neural networks (ResNet/DenseNet, LSTM, GAN autoencoders) and reinforcement learning for risk control and position sizing using Alpha Zero approach. It shows how the complex AI system which covers both supervised and reinforcement learning could be successfully used to investment...

Paweł Skrzypek

7bulls.com

Anna Warno

7bulls.com

...

Conf42: Cloud Native 2021

Autonomous Multi-Cloud serverless deployment and optimized management

The dynamic development of Cloud Computing with the introduction of novel Cloud computing models like serverless creates new challenges for Cloud deployment. This presentation describes how to implement Multi-Cloud native strategies using advanced an open source framework that allows for Cloud-agnostic Multi-Cloud deployment and optimized management of the serverless applications based on...

Paweł Skrzypek

7bulls.com

Alicja Reniewicz

7bulls.com

...

Conf42: Chaos Engineering 2021

Forecasting based proactive optimization of cloud resources

Novel concept of advanced adaptation of cloud resource using predicted demand for Cloud resources. Presented approach is using advanced forecasting methods combined with machine learning based solvers, which can dynamically adapt to changed workload. The benefits of that approach will be shown. The presentation, with the practical examples of the novel approach to proactive optimization of...

Paweł Skrzypek

7bulls.com

Alicja Reniewicz

7bulls.com

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