2014-01
heute
2022-08
2023-02
2021-07
2022-02
2013-06
2015-05
Led all the aspects of the company and a team of 5
Developed the concept, tested the product-market-fit and build the company strategy
Coded the prototype (R, MS ML studio and Azure cloud services, ETL scripts, REST APIs, Git)
2010-11
2013-12
Managed daily BI and AI solutions business and operations across the Middle East and Africa
Headed a team of 8 including data scientist, consultants, project managers and sales ? decreased churn for a client by 13% and increased revenue per touch by 300% by choosing the right customers to target
Sold and managed the delivery of BI and predictive analytics services such as; churn prediction, churn prevention, best next product, demographics and interest segmentation, new customer acquisition, upsell, revenue boost, fraud detection, fault prediction, real time customer experience management and network optimization
Managed the integration of external (Oracle CRM, MS data warehouses, SQL and NoSQL, batch and real-time) and internal data sources, the design ETL/ELT scripts and data architectures (project teams of 10-30 engineers)
1998-11
2010-09
Heading technical sales teams to promote Nokia?s solutions to telecom operators and to find optimal solutions to fulfil customer needs
Line manager to a technical team of 28
Responsible for innovation collaboration with global mobile operators, IT vendors and content providers for new mobile internet services and apps
1995-06
1998-10
Run large IT and telecom implementation projects for CRM, billing systems on time and in budget
Head of daily operations ? 6 direct reports plus team members from other departments and vendors
Business requirement collection, project planning, budgeting and resourcing, change management, stakeholder communication, vendor and subcontractor management
1987 ? 1993
Study - Electrical Engineering
University of Technology, Helsinki (Finland)
Main Focus: Computer Architecture, Computer Communications, Product Development, International Marketing and Strategy
Degree: Master of Science
team leadership
resource management and prioritisation
requirements gathering and management
project planning and management
stakeholder communication
change management and versioning
training
testing
documentation
team work
people and organisation development
machine learning
artificial intelligence
business intelligence
analytics
R
Python
NumPy
Pandas
PySpark
NLP
SHAP
Scikit-learn
Jupyter
Git
Power Pivot
Power Query
M
DAX
Power BI
ETL