PwC Austria

Senior Associate in Technology Consulting

Back-end developer for Salesforce in #Palantir Foundry
- #Data modelling using Spark #Python API (Pyspark) of Palantir Foundry
- Testing and deployment of the automated pipelines with Margaritte syncs for export of the files
- Creating Health Checks to guarantee fast incidence response and data quality
- Post go-live support and monitoring of PROD environment

Front-end developer in Palantir Foundry
- Business and technical analysis for collecting data related to data governance applications
- Developing an automatized form embedded in an Ontology object
- Setting different validation and security rules to assure high data quality
- Automatized reporting tool with historization of all the submitted changes via the form

Associate in Technology Consulting 

Junior Associate in Technology Consulting

Zurich Insurance Company Ltd

- Modeling and analyzing large scale stochastic data as well as developing automated Python tools in order to make internal processes more efficient
- Performing various actuarial and statistical analyses related to replicating portfolios,
interpreting the results and reporting them to support business production functions

Python Modeler & Actuarial Analyst in Portfolio Replication 

- Researching an optimal clustering method for insurance contracts in order to make the process of IFRS 17 reporting more efficient 
- Sensitivity analysis of parameters of the chosen clustering process (Z-score + CLARA) 
- Developing a model (using #Machine learning) for estimating deviance in future expected cash-flows caused by the clustering process as well as for estimating run-time of the process given its set of parameters 
- Based on the results from the models, a user aiming to cluster the actuarial dataset can decide about the numerical parameters of the process which influence the deviance and run-time

Python & R Model Developer in Data Clustering 

Probability & Partners

- Exploring two pre-processing (Reweighing, Disparate Impact Remover) and two in-processing bias mitigating algorithms (Prejudice Remover and Adversarial Debiasing)
- Measuring capabilities of bias mitigation and its impact on model performance on Home Credit Default Risk data set from Kaggle.com

Research project - Measuring and Mitigating Machine Learning Biases in Credit Default Risk

- Significant improvement of internal control procedures which lead to less audit remarks
Management reporting and analysis of cost & revenue
- Analysing and proceeding with accruals & deferrals, third party cost and problematic contracts

Financial Analyst

Swiss Re

- Creating a welcoming environment for the top-management from other units of Swiss Re and interviewees 
- Office administration

Project Management Officer

TEDx Youth Bratislava

- Organiser of the whole-day events with presentations and workshops for 300 high school students

Event Organizer

Café Štefánik

- The cafe achieved high rankings and recommendations in numerous magazines and guidebooks by efficient and flexible teamwork

Waitress

TV JOJ

- At the center of life streaming of the TV show "Good morning", providing information about celebrities and other successful guests

Taplio

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