Benjamin Tsapfack
Test Manager and Software and Hardware Tester
Experience
Test Manager and Software and Hardware Tester
Deutsche Bahn
- Developing test strategy: Designing and implementing a comprehensive test strategy for digital rail projects.
- Defining test approaches: Establishing and documenting methodical test approaches to maximize coverage and efficiency.
- Team management: Assigning roles and responsibilities within the test team to ensure effective and goal-oriented test execution.
- Setting test principles to ensure test integrity and quality.
- Integration and system testing based on specific specifications and standards.
- Infrastructure development for automated test environments, including test systems and test patterns.
- Testing Yemba event detection algorithms in a vehicle data logger using generative artificial intelligence.
- Test case development for internal purposes and for partner companies (device manufacturers).
- Performance and load testing to ensure system stability and scalability.
- Ensuring compliance with relevant standards such as CENELEC, EN50126 and EN5012.
Data Scientist, CRM, Software Testing
Deutsche Bank
- Customer segmentation and classification: Selecting and classifying customers by target groups.
- Developing and implementing machine learning models for customer segmentation and classification.
- Supporting the migration from Postbank to Deutsche Bank systems, including integrating and adapting data structures.
- Conducting process tests to ensure functionality and efficiency.
- Applying DevOps practices and continuous integration/continuous deployment (CI/CD).
Data Analyst and Data Scientist, SAS and SQL Development
ERGO AG
- Analyzing insurance data from partners to identify trends, patterns and anomalies.
- Performing statistical analyses of customer insurance data across various portfolios.
- Developing, creating and maintaining programs using SAS and SQL to automate and improve analysis processes.
- Presenting analysis results and discussing them with business units.
- Carefully documenting the results and the developed programs.
SAS and SQL Developer
Finanz Informatik
- Developing and maintaining programs for data processing and analysis using SAS and SQL.
- Conducting tests to ensure program functionality and accuracy.
- Carefully documenting test results and developed programs.
Software Test Manager
Fiducia GAD/Atruvia
- Creating and continuously updating the test plan.
- Defining and aligning test approaches with project managers and testers.
- Advising and coordinating testing activities.
- Organizing and executing tests for various test objects.
- Advising and supporting the creation, execution and management of test cases.
- Closely aligning with project managers and quality officers.
- Expanding and implementing test automation.
- Defining requirements for the test infrastructure.
- Supporting the provisioning and management of test data.
SAS Developer
die Bayerische Versicherung
- Reviewing existing SAS programs and developing new functions.
- Creating and managing JCL jobs to automate batch processes on the mainframe host.
- Conducting analyses in different insurance lines and developing corresponding solutions.
Data Scientist Specialist, SAS Statistics Developer
Gefa Bank
- Analysis and development of a tool to monitor and ensure the stability of the customer base.
- Execution of detailed analyses of risk parameters to measure the probability of loan defaults.
- Development and implementation of processes for test statistics for various samples.
Data Scientist, Text Analysis and Text Mining
Bundesdruckerei und Auswärtiges Amt
- Development and application of statistical models for early crisis detection.
- Implementation of text mining techniques and natural language processing (NLP) with spaCy and AI models.
- Creation of statistical models to classify questions from members of parliament or factions.
- Development of models to detect contacts between certain categories of people.
- Implementation of methods to identify words and synonyms.
- Creation and maintenance of ETL pipelines and job processes.
Business Analyst
Basler Versicherung AG
- Collaboration with business units to analyze and align concepts for the Guide Wire Center.
- Reviewing and approving IT concepts.
- Analysis of interfaces between business requirements and IT concepts.
- Development of data processing concepts to support business processes.
- Implementation of ETL workflows in SAS DDS DI Studio to create and load data marts.
- Use of the Guide Wire system to manage policies and claims.
- Support of test management in execution and analysis of test cases.
- Creation and maintenance of reports.
Data Engineer and Software Tester
Zürich Versicherung AG
- Analysis of existing processes and identification of improvement potentials.
- Creation and implementation of an IFRS 17 process for accounting of automotive catastrophes.
- Optimization and acceleration of SAS systems.
- Development of recommendations for accounting under IFRS 17.
- Close collaboration with stakeholders from accounting and reinsurance.
- Creation of documentation to support regression tests.
- Execution of manual tests.
Business Analyst, Data Scientist, Software Development and Software Testing
Santander Consumer Bank AG
- Conduct strategic analyses and develop scorecards for various portfolios.
- Analyze business concepts and their data.
- Develop the logic for behavioral scores using data science techniques.
- Analyze and decide on credit card limits based on scorecard analysis.
- Lead and coordinate the development team.
- Implement and monitor strategic analyses and the scorecard database.
- Manage data science analyses and campaign management.
- Conduct A/B tests and Champion/Challenger tests.
- Create and execute automated regression tests as well as manual tests.
- Identify and fix bugs and automate UAT tests.
- Develop and test new software applications and tools, including an operational risk tool.
Quality Assurance and Credit Risk Modeling
VR Leasing AG
- Develop and automate processes for creating and managing balance sheet data.
- Create and implement processes for IFRS 9 accounting.
- Review and ensure the quality of current data processing concepts.
- Set up scheduled tasks for daily automatic calculation and delivery of balance sheet data.
- Ensure flexibility when reading and processing source files.
- Adjust and optimize SAS code.
- Create an operations manual.
Developer, Statistician, Business Intelligence
Landesbank Baden-Württemberg via Finanz Informatik Solutions AG
- Specify and design a data warehouse system and carry out a migration project.
- Perform statistical analyses and evaluations.
- Adjust and model scorecards to assess customer and business risks.
- Migrate a compliance data mart.
- Model and test data warehouses.
- Design and implement ETL processes.
- Adapt and further develop existing processes.
- Translate business concepts into data processing concepts.
- Develop job controls with Control M.
- Develop anti-money laundering tools according to BaFin requirements.
Data Analyst and Business Intelligence
ISBAN GmbH (Santander Consumer Bank AG)
- Develop and implement statistical models to assess credit risks.
- Adjust and further develop SAS programs.
- Design, model, and develop data structures in data warehouses and marts.
- Perform cluster analyses for CRM campaigns.
- Analyze payment transaction processes.
- Create specifications for business intelligence and data warehousing.
- Perform data integration, data cleansing, data analysis, ETL processes, data mining, and data profiling.
- Create reports to support business decisions.
- Develop and implement job controls.
- Design and implement ETL processes.
Data Scientist, Statistics, Development for Credit Risk Management, Software Testing, and Data Modeling
Landesbank Baden-Württemberg via ARA-Tec GmbH
- Develop and implement models for disclosure and assessment of impairments.
- Develop software solutions for credit risk management and reporting.
- Conduct component testing, integration testing, system testing, and manual testing of data warehouse processes.
- Model and implement methods to calculate the credit value at risk.
- Calculate credit risks, syndicated loan allocations, and rating models.
- Build and implement BI and data warehouse systems.
- Automate credit risk reporting.
- Develop and implement statistical models for borrower ratings.
- Carry out development tasks in the financial services and pharmaceutical sectors.
- Implement ETL processes for the data warehouse.
- Develop an OLAP prototype for credit risk reporting.
- Specify and design database solutions and data modeling.
- Manage history, versioning, and release of transaction data.
Statistical Consulting in the Automatic Dishwashing Laboratory (Internship)
BASF
- Conducting data management as well as exploratory and descriptive analyses.
- Analyzing and interpreting statistical results and deriving recommendations.
- Introducing and training staff in R programming.
Practical Activities During Studies
TU Dortmund
- Master thesis: developing and applying statistical models to forecast the citation frequency of medical publications.
- Seminar: analyzing and interpreting the ROC curve to evaluate the performance of logical rule-based systems.
- Descriptive data analysis on sleeping behavior of mammals, biochemical parameters in seniors, the impact of safety systems on head injuries, social ranks of sons and fathers, pricing models for diamonds, the link between smoking and lung cancer, tree-based classification for loan applications, and a meta-analysis of breast cancer.
- Developing and applying time series models to forecast future data points.
Statistician
Ampega GmbH
- Developing regression models to estimate default rates in various countries based on macroeconomic factors.
- Analyzing and preparing diverse macroeconomic data and time series.
- Developing an adequacy analysis for the use of Expected Default Frequencies (EDFs).
- Creating interactive dashboards with Tableau.
- Writing development documentation.
SAS Host, Python and SQL Developer, and Software Tester
KFW Bank
- Conducting detailed analyses of existing systems and further developing applications to improve banking processes.
- Developing, creating, and maintaining programs and scripts using SAS, Python, and SQL.
- Regularly discussing and aligning results with business units.
- Carefully documenting the results and developed programs.
Test Manager, Data Analyst, Manual and Automated Software Tester
WIBANK
- Writing technical concepts for various funding programs.
- Creating comprehensive test strategies to ensure efficient and effective test coverage.
- Defining methodological test approaches to optimize testing processes.
- Executing tests, analyzing results, and determining release readiness.
- Identifying, formulating, and verifying testable acceptance criteria.
- Coordinating approval-related tests and their documentation.
- Tracking tests and identifying improvement potentials.
- Performing manual tests in the info portal.
- Developing and implementing automated test scripts.
- Integrating the info portal with SAP and SAP HANA, including relevant testing.
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Banking and Finance (10.5 years), Transportation (2.5 years), Pharmaceutical (2 years), Education (2 years), Healthcare (2 years), and Insurance (1.5 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Business Intelligence (11 years), Quality Assurance (10 years), Information Technology (9 years), Finance (4.5 years), Project Management (2.5 years), and Research and Development (2 years).
Summary
Experienced Data Scientist and software developer with extensive expertise in data analysis, machine learning, generative AI, software development and testing.
Passionate about working with data and creating innovative solutions.
Skills
- Python
- Pyspark
- Tensorflow
- Scikit-learn
- Pandas
- Numpy
- Ai
- Ai
- Llm
- Selenium
- R
- C
- C++
- Java
- Mdx
- Javascript
- Azure
- Aws
- Servicenow
- Vue.js
- Html
- Oracle
- Ms Access
- Sql
- Postgresql
- Mysql
- Db2
- Sas Base
- Sas Di Studio
- Hadoop Spark
- Hive Tools
- C++ Builder
- Eclipse
- Tosca
- Openai
- Soap
- Xray
- Jira
- Confluence & Zephyr
- Kanban
- Git
- Docker
- Gitlab
- Github
- Pytest
- Devops
- Power Bi
- Tableau
- Ci/cd Pipelines
Languages
Education
Technical University of Dortmund
Master of Science, Data Science, Faculty of Statistics · Data Science · Dortmund, Germany
University of Yaoundé I
Master of Science in Computer Science · Computer Science · Yaoundé, Cameroon
University of Dschang
Bachelor of Science in Mathematics and Computer Science · Mathematics and Computer Science · Dschang, Cameroon
Certifications & licenses
Ccna: Cisco Certified Network Associate Certified
CISCO
Istqb Certified Ctfl
Sas Advanced Programmer Certified
Sas
Sas Certified Base Programmer For Sas 9
Sas
Sas Data Integration Developer Certified
Sas
Profile
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