The client is a large international company in the industrial sector based in Vienna
The team I am working with is developing a high impact computer vision IoT application and is responsible for creating high resolution 3D models from stereo images of several industrial grade cameras
Next to Python, Azure and IoT development topics, my focus area was on statistical analysis in the field of computer vision
Employed as part of the Austrian Data and Analytics Team in a fast growing and dynamic environment in consulting
Through Avanade next to my professional engagements I could visit several trainings, hackathons and makeathons
My specialization area is in quantitative development, data science and cloud computing. Moreover I organized workshops and trainings for the consulting community
In December 2020 I received a milestone promotion to the next career stage
The following sections describe some of the projects I was working on
Overlapping times show up due to parallel engagements
The client is a large international reinsurance company based in Germany
I was responsible for developing the calculation core of a web application for the daily work of the actuaries
My focus was on mathematical programming and simulation methods with Python, as well as all development related programming activities
Moreover, I implemented Big Data technologies for distributed computing and was responsible for successful knowledge transfer to the client
Additionally I was coaching another team in the company working on similar software as well
The client is a large international bank based in Austria
For the bank I developed a Dashboard in Power BI. This was just a short engagement next to the other projects I was working on
Participated in an AI challenge to solve a mapping task of databases automatically, which was formerly done by business analysts in labour intensive work
Several AI methods were applied using Python on this specific problem structure
The client was a large international bank based in Austria
Employed at the strategic management and innovation subject area as an university assistant
Research and teaching was about strategic management, organization design and innovation
As an university assistant, next to own research, tasks involve teaching (Empirical Methods I & II) and research assistance
During this work I could familiarize myself with AI methods (R), advanced econometrics (R & Stata), simulation methods (Python) and experimental methods (Stata & SPSS)
Employed as working student (50% engagement) in Debt Capital Markets
Tasks involved the preparation of pitch-books and support in customer care
Main tools of work were Bloomberg, Excel (VBA) and Power Point
Initially employed as an intern in Group Large Corporates and later in the strategy office and corporate solutions area as a working student (50% engagement)
Tasks involved the support of projects with the goal to improve medium and long-term success of Erste Group
During this work I could familiarize myself with VBA and Bloomberg
2007 ? 2009
IB, Warminster School, Wiltshire.
Two years abroad in Warminster (GB) with subsequent diploma
Certificates
Azure IoT Microsoft Azure IoT Developer - Certificate AZ-220 (2021) (Microsoft)
SQL Querying Data with Transact-SQL - Certificate 70-761 (2020) (Microsoft)
Power BI Power BI Certificate 70-778 (2020) (Microsoft)
Scrum Professional Scrum Developer I (2020) & Professional Scrum Master I (2020) (scrum.org)
Python PCAP ? Certified Associate in Python Programming (2019) (Python Institute) & Introduction to Programming Using Python (2019) (Microsoft)
Azure Azure Fundamentals (2019) (Microsoft)
IT skills and computer languages
MS-Office
Excel, Powerpoint, Word - high proficiency; VBA intermediate proficiency
Scrum
good knowledge of scrum processes
Python
very high proficiency - fluent in the use of Numpy, Pandas, Dask, Flask, sklearn, OpenCV and several other libraries
R
high proficiency
Git
very high proficiency
Databricks / Spark
intermediate proficiency
Power BI
high proficiency
Docker
high proficiency
Azure
Good knowledge of Databricks, Azure ML, Docker, VMs, DevOps
Stata
very high proficiency
Bloomberg
high proficiency
SQL
high proficiency
Linux
high proficiency
LATEX
intermediate proficiency
Personal Projects
2020 - 2020
Tasks
Decision Support for real estate investments
During the corona-lock-down I was building a decision support system for buying real estates
I wrote a web scraper that is running on a Raspberry Pi. I am determining the fair price using several ML frameworks
A detailed analysis based on live data is presented through Power BI
2019 - 2019
Role: Object Recognizer
Tasks
I developed an object classifier by the use of neural networks and support vector machines, which I deployed to an IoT Camera and also deployed it as a web application
The client is a large international company in the industrial sector based in Vienna
The team I am working with is developing a high impact computer vision IoT application and is responsible for creating high resolution 3D models from stereo images of several industrial grade cameras
Next to Python, Azure and IoT development topics, my focus area was on statistical analysis in the field of computer vision
Employed as part of the Austrian Data and Analytics Team in a fast growing and dynamic environment in consulting
Through Avanade next to my professional engagements I could visit several trainings, hackathons and makeathons
My specialization area is in quantitative development, data science and cloud computing. Moreover I organized workshops and trainings for the consulting community
In December 2020 I received a milestone promotion to the next career stage
The following sections describe some of the projects I was working on
Overlapping times show up due to parallel engagements
The client is a large international reinsurance company based in Germany
I was responsible for developing the calculation core of a web application for the daily work of the actuaries
My focus was on mathematical programming and simulation methods with Python, as well as all development related programming activities
Moreover, I implemented Big Data technologies for distributed computing and was responsible for successful knowledge transfer to the client
Additionally I was coaching another team in the company working on similar software as well
The client is a large international bank based in Austria
For the bank I developed a Dashboard in Power BI. This was just a short engagement next to the other projects I was working on
Participated in an AI challenge to solve a mapping task of databases automatically, which was formerly done by business analysts in labour intensive work
Several AI methods were applied using Python on this specific problem structure
The client was a large international bank based in Austria
Employed at the strategic management and innovation subject area as an university assistant
Research and teaching was about strategic management, organization design and innovation
As an university assistant, next to own research, tasks involve teaching (Empirical Methods I & II) and research assistance
During this work I could familiarize myself with AI methods (R), advanced econometrics (R & Stata), simulation methods (Python) and experimental methods (Stata & SPSS)
Employed as working student (50% engagement) in Debt Capital Markets
Tasks involved the preparation of pitch-books and support in customer care
Main tools of work were Bloomberg, Excel (VBA) and Power Point
Initially employed as an intern in Group Large Corporates and later in the strategy office and corporate solutions area as a working student (50% engagement)
Tasks involved the support of projects with the goal to improve medium and long-term success of Erste Group
During this work I could familiarize myself with VBA and Bloomberg
2007 ? 2009
IB, Warminster School, Wiltshire.
Two years abroad in Warminster (GB) with subsequent diploma
Certificates
Azure IoT Microsoft Azure IoT Developer - Certificate AZ-220 (2021) (Microsoft)
SQL Querying Data with Transact-SQL - Certificate 70-761 (2020) (Microsoft)
Power BI Power BI Certificate 70-778 (2020) (Microsoft)
Scrum Professional Scrum Developer I (2020) & Professional Scrum Master I (2020) (scrum.org)
Python PCAP ? Certified Associate in Python Programming (2019) (Python Institute) & Introduction to Programming Using Python (2019) (Microsoft)
Azure Azure Fundamentals (2019) (Microsoft)
IT skills and computer languages
MS-Office
Excel, Powerpoint, Word - high proficiency; VBA intermediate proficiency
Scrum
good knowledge of scrum processes
Python
very high proficiency - fluent in the use of Numpy, Pandas, Dask, Flask, sklearn, OpenCV and several other libraries
R
high proficiency
Git
very high proficiency
Databricks / Spark
intermediate proficiency
Power BI
high proficiency
Docker
high proficiency
Azure
Good knowledge of Databricks, Azure ML, Docker, VMs, DevOps
Stata
very high proficiency
Bloomberg
high proficiency
SQL
high proficiency
Linux
high proficiency
LATEX
intermediate proficiency
Personal Projects
2020 - 2020
Tasks
Decision Support for real estate investments
During the corona-lock-down I was building a decision support system for buying real estates
I wrote a web scraper that is running on a Raspberry Pi. I am determining the fair price using several ML frameworks
A detailed analysis based on live data is presented through Power BI
2019 - 2019
Role: Object Recognizer
Tasks
I developed an object classifier by the use of neural networks and support vector machines, which I deployed to an IoT Camera and also deployed it as a web application