Experience

vivenu

• Germany
• Events Services
• 1 - 100 Employee

• Full Stack Engineer

  • Sep 2021 - Present



Information Systems and Electronic Services (ISE) | TU Darmstadt

• Germany
• Higher Education
• 1 - 100 Employee

• Studentische Hilfskraft Information Systems and E-Services

  • Sep 2018 - Oct 2021

  Teaching Course "Wellbeing with Data Analytics" / "Wohlbefinden Verbessern mit Data Analytics": - Teaching "Introduction in R" and "Data Analytics Basics" Exercises - Development of custom Tooling / Visualizations with React.JS - Preliminary Data Analysis using R Research: - Support in Literature Research, Experimental Designs and extensive Statistical Analysises (R) - Development of Experimental Environments such as Web-Shop and Apps (React.JS) Other activities: - Creation and Research for Course Slides Show less



KPMG Deutschland

• Germany
• Business Consulting and Services
• 700 & Above Employee

• Cyber Security Consulting

  • Oct 2019 - Aug 2021

  Development of a Managed Service in the area of IAM / Access Creep Detection using Process Mining Algorithms (AI/ML) 1. Logdata (Active Directory and others) audit to structure pre-processing and evaluate data mining possibilities 2. Script-based development of an Attribute Change-Log Deriver 3. Analysing the generated "WAL" during different relevant lifecycle events of a company: - founding and unwinding of companies, - on- and off-boarding, promotions and switching of departments of employees and - on-boarding of new applications 4. Evaluation and implementation of relevant algorithms for pattern and anomaly detection in Golang and Python (Scikit-learn, PM4py) 5. Dashboard-based (PowerBI) visualisations of the detected issues (access creep) and anomalies in the role-structure. Presentation at KPMG Data Driven Services, cross-validation with real data from an KPMG Alliance Partner. 6. Move to ElasticSearch and Kibana for custom visuals: Development of Kibana-Plugins using React.JS 7. Pitch at various KPMG Customers and Partners 8. Extension of the PoC with additional algorithms, focusing on employees switching departments and employee off-boarding 9. Development of standalone React.JS + MobX WebApp using well-known Kibana components from the Elastic UI Library Show less



PASS Consulting Group

• Germany
• IT Services and IT Consulting
• 100 - 200 Employee

• Software Engineering Internship

  • Jul 2016 - Sep 2016



KUKA

• Germany
• Automation Machinery Manufacturing
• 700 & Above Employee

• Industrial Design Internship

  • Aug 2013 - Aug 2013



SAF-HOLLAND Inc.

• United States
• Truck Transportation
• 500 - 600 Employee

• Industrial Engineering Internship

  • Jul 2013 - Jul 2013



WIKA Group

• Germany
• Measuring and Control Instrument Manufacturing
• 700 & Above Employee

• Internship

  • May 2013 - May 2013