I am a business consultant. I have helped clients leverage data science and cloud technologies
to meet strategic business objectives. I take a
first principles approach
with special focus on
sustainability and cultural fit to deliver
a lasting impact.
I see myself as a problem solver. My key toolbox is organized around data, product and automation. I have planned and executed projects ranging from modelling and data engineering to process
optimization and automation.
14 Years of experience
In 8 industries
Across 4 verticals
With 25+ projects
With a BS (engineering) and MBA and a
thirst for lifelong learning, I am able
to develop and evolve a wider view of the contemporary challenges in economy, business and
society in general. To balance out life, I am often found
reading
or rock climbing in afterhours of my professional
engagements, if not spending the evning with friends and family over boardgames and food.
Find more about my professional adventures in the following sections. Or download my CV.
Work
Main Projects
Pro Bono Work
Side Projects
Vodafone Group Services GmbH
Jul. 2021 - Feb. 2023
Consumer Product & Services
Düsseldorf, Germany
API design for standardized data and service consumption interface
Architect (API)Systems & Processes
Design of Vodafone APIs for service level interface between external parties and country specific markets to ensure clean data with harmonized structures.
Telefónica Germany GmbH & Co. OHG
Jul. 2020 - June 2021
Data Analytics & Artificial Intelligence
Munich, Germany
Data driven application for simulation of customer experience improvement initiatives
Lead Developer (Simulation application)Systems & ProcessesModelling & Simulation
Design, development and deployment of bayesian model based data driven application to understand impact of improvement initiatives gor customer experience on RoI.
Bundesanzeiger Verlag GmbH
Dec. 2019 - Mar. 2020
Validatis
Cologne, Germany
Analysis and recommendation to improve KYC dossier genration process offered as a service for banking compliance
Process consultant (analysis and optimization)Systems & ProcessesData ScienceStrategy
Analysis, optimization and improvement strategy for generation process of company register information.
BMW AG
Sep. 2019 - Dec. 2019
FZI
Munich, Germany
Vehicle performance data analysis
Data Scientist (analysis and visualization)Data Science
Analysis of vehicle performance data based on road friction and weather for improving driver experience.
BMW AG
Oct. 2019 - Dec. 2019
FZI
Munich, Germany
Vehicle parts and warranty claims data analysis
Data Scientist (analysis and visualization)Data ScienceData Engineering
Analyse and visualize vehicle parts consumption for all markets with reference to guarantee claims to improve planning.
Creation of an MVP to obtain streaming data and visualize it in on a map browser in real time.
mVISE AG
July 2019 - Oct. 2019
Data Science Services
Munich, Germany
Data driven application container
Data Engineer (containerization), Developer (end-to-end)Systems & ProcessesData Engineering
Creation of a data driven app development boilerplate to reduce time-to-production while mainaining best practices.
trivago N.V.
Nov. 2018 - Mar. 2019
Online Marketing
Düsseldorf, Germany
Data check for legal compliance
Developer (full stack)Systems & Processes
PoC for automating financial reporting and audit check (legal requirement) for marketing data pulled through custom pipelines.
trivago N.V.
Apr. 2018 - Mar. 2019
Online Marketing
Düsseldorf, Germany
Site performance optimization through tracker container streamling
Project manager (requirements gathering, process definition and implementation)Systems & Processes
Design and deployment of process for managing 3rd party trackers for marketing intelligence due to the unforeseen complications of using Google Tag Manager.
trivago N.V.
Oct. 2016 - Sept. 2019
Online Marketing
Düsseldorf, Germany
Campaign creation process optimization for marketing analytics
Design and development of PoC for setting up marketing campaign metadata to ensure cleaned data and thus deliver reliable analysis.
trivago N.V.
Nov. 2017 - Aug. 2018
Online Marketing
Düsseldorf, Germany
Campaign data integration of external publishers with internal data
Data Engineer (data integration)Data ScienceData Engineering
Integration of marketing partner data (external source) with trivago’s internal big data infrastructure to enable better decision making (spend optimization, partnership evaluation, etc.) for campaign managers.
trivago N.V.
period 9 start - period 9 end
Online Marketing
Düsseldorf, Germany
Campaign data visulaization to identify user behaviour
Data Engineer (data connectivity and visualization)Data ScienceData EngineeringSystems & Processes
Implementation of a visualization solution for first and third party data related to marketing campaigns to enable campaign managers understand seasonality and customer behavior.
trivago N.V.
Jan. 2016 - Apr. 2018
Online Marketing
Düsseldorf, Germany
Marketing spend reporting automation and reliability improvement
Creation of online marketing reporting tool with related error alerts, analysis and visualization needs to reduce reporting errors and delays, ease marketing spending decision making process and improve team productivity.
Vedanta Resources plc.
July 2011 - Sep. 2011
Engineering Services
Silvassa, India
Overhead crane control system modification to improvement safety and usability
Project EngineerModelling & Simulation
Study of existing systems, safety guidelines and modus operandi to to address reliable and safe control by multiple agents.