Péter Erdélyi-Alarcón Email & Phone Number

Germany

Frankfurt/Rhein-Main

Munich, Bavaria, Germany

Department: Data and Analytics Product Group• Planned and developed the Microsoft Power BI environment for the company’s credit management software. This involved designing and implementing data marts through dataflows, creating dashboards, and migrating legacy reports.• Planned and implemented analytical functionalities for the company’s software products, including recommender systems for product placements in web shops, rule optimization procedures to enhance risk process configurations, and classifiers for prioritizing credit management tasks.• Evaluated datasets to optimize the control ratio of risk processes, resulting in the adjustment of threshold values within the software to align with the findings.• Developed a comprehensive data strategy for the company’s software products, which included evaluating processed data for its strategic value and devising plans for its collection and utilization for analytical purposes in the future.• Generated synthetic data to ensure compliance with data protection regulations during data processing. This involved selecting and testing relevant software using various datasets.• Oversaw the onboarding and supervision of working students within the Data & Analytics Product Group.Technologies: Python (Synthetic Data Vault, TensorFlow), R (dplyr, ggplot2), Anaconda, Jupyter Notebook, Azure, Power BI, Report Builder, SQL Server, PostgreSQL, GitHub

Bensheim

Department: Anti-Money Laundering / Fraud prevention• Designed and implemented a scalable sanctions screening algorithm, enabling real-time transaction monitoring based on Natural Language Processing (NLP), for a prominent global financial services firm in Europe. The algorithm was successfully deployed into production across multiple Central and Eastern European (CEE) countries.• Collaborated on a project aimed at programmatically generating synthetic data from a target data source, akin to a project at SHS VIVEON AG.• Developed comprehensive requirements documents in the realm of advanced analytics.• Conducted feasibility analyses for product enhancements through proof of concepts. For instance, improved transaction monitoring for sanctions screening was explored by pre-processing unstructured text fields using Named Entity Recognition.Technologies: Python (SpaCy, TensorFlow), R (data.table, plumber, Shiny), Anaconda, Jupyter Notebook, AWS, Oracle SQL Developer, Shell script, Bitbucket

Frankfurt Am Main Und Umgebung, Deutschland

Department: Life Science & Healthcare Center of Excellence• Designed and implemented an image classification model using transfer learning techniques.• Assisted in designing a natural language processing model for sentiment prediction.• Processed and analysed various datasets following the CRISP-DM methodology and created dashboards for data visualization.• Prepared responses to requests for proposals in the field of data science.Technologies: Python (PyTorch, TensorFlow), R (dplyr, Shiny), Anaconda, Jupyter Notebook, Docker

Wiesbaden Und Umgebung, Deutschland

Department: CRM-Support• Assisted in the maintenance and development of the in-house Microsoft Dynamics CRM system.• Implemented automated CRM tests to verify system updates.Technologies: F#, Canopy web testing framework

Mainz Und Umgebung, Deutschland

• Managed Europe-wide service offers (consulting projects) regarding environmental lawsfor private corporations.• Created waste reports for customers and communicated directly with Europeanenvironmental institutions to facilitate the ingestion of these reports into their systems.

Idstein

Mainz Und Umgebung, Deutschland

• Registered customers with European environmental institutions.• Helped building the company’s intellectual property database for European environmentallaws.

• Generated leads and supported existing customers throughout the lead to cash process.• Helped to implement the company’s digital marketing presence.Technologies: WordPress

Master Of Science (M.S.), Management Information Systems, General

Master Of Science - Ms, Management Information Systems, General

One Semester Exchange Program Subjects: Cognitive Computing (Contextual Image Classification), Information Management, eCollaboration.

Bachelor Of Science (B.S.), Economic Sciences

Bachelor Of Science - Bs, Business/Managerial Economics

One Year Erasmus Exchange Program Subjects: International Trade, Management, Finance, Mergers & Acquisitions