Michael Gebauer Email & Phone Number

Berlin, Germany

- Data Engineering Tasks in SQL-Databases- Application of Neural Network to Big Data Warehouses

Berlin, Germany

Experience in:- Sustainable ML Ops- Cloud Benchmarking- Natural Language Processing- Graph Neural NetworksI do active research in sustainable MLOps. By utilizing cloud benchmarking I try to quantify the sustainability of machine learning systems, models, and execution environments.Additionally, I work on an industry project, where I use machine learning models to enforce transparency solutions.

Berlin Area, Germany

Project Experiences:- NLP and Deep Learning- Text Classification, Outlier Detection- Software Development in Python- DevOps with KubernetesI develop technical solutions for PwC revolving around Machine Learning and Deep Learning. The projects I work on have a strong focus on Artificial Intelligence. The most notable one was, where I co-authored research papers with Fraunhofer IAIS. The processes I am involved in range from model development and prototyping to writing code for production and implementing it into the digital platform of the PwC Environment.My key skills are thus the exploration of model solutions for a stated Data Science problem, fast prototyping for that solution and putting Models in Production in Kubernetes as well as testing.I am familiar with working in sprints and reporting results to customers and non-technical people.

Hamburg Area, Germany

Project experiences:- Construction of a Bayesian Network with R- Bayesian Statistics- Graphical Models- Causal Inference- Writing of SQL ScriptsMy Master Thesis dealt with finding dependencies in the Rate of Return with help of Bayesian Networks. I extracted Data from SQL Databases and worked with it in R to perform statistical analysis. I also got first insights into Bayesian Statistics and Graphical Models.

Berlin Area, Germany

Project Experiences:- Script Writing with R- Statistical Analysis of Financial Data- communicating resultsI performed statistical analysis in R to find evidence for fraud detection or inaccurate accounting practices. I also was involved of reporting these results to non-technical people.

Master Of Business Administration - Mba, Business Statistics

Focus on: - (Advanced) Statistics - Finance - Risk Management

Bachelor Of Science - Bs, Business Administration And Management, General