Data Scientist, Data Analyst & Project Manager
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- 42289 Wuppertal
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- 01.07.2024
Kurzvorstellung
Qualifikationen
Projekt‐ & Berufserfahrung
1/2023 – 12/2023
Tätigkeitsbeschreibung
Order-to-Build-to-Cash process (O2B2C 07/2023 - 12/2023)
- Linking of customer, connection, production, and billing data from various business management systems to a clearly identifiable process with the aim of improving transparency across the customer/product lifecycle and providing support in controlling
- Analyses and KPIs (such as unclosed orders, unbilled charges, cohort analysis by month)
Production forecast (01/2023 - 06/2023)
- Development of a forecast for process steps in line technology (such as planning, approval, civil engineering, and customer connection date), with the aim of improved production planning
- this was done under consideration of capacity planning as well as in comparison with target/plan figures
Data quality (01/2023 - 06/2023)
- Development of a dashboard to improve data quality in the systems of line technology (planning, civil engineering, cable traction)
- Harmonization and standardization of master data and other data to improve data quality
Confluence, Data Science, Git, Jira, Maschinelles Lernen, Python, SQL*Plus
10/2022 – 11/2022
Tätigkeitsbeschreibung
- Organization for project, Discord Server, Meetings etc.
- Development and Maintaining of the [...] webpage and [...] website
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CSS (Cascading Style Sheet), HTML, JavaScript, Projektorganisation, Responsive Webdesign
8/2022 – 12/2022
Tätigkeitsbeschreibung
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- Develop Roadmap & Investment Plan for the Data Platform and lead the project for implementation of a Proof of Concept Use Case (Dashboard on IT KPIs)
- Evaluation and decision on a cloud architecture consultancy to build a Proof of Concept on Azure Cloud Architecture
- Evaluation of strategic and architectural questions and requirements for Proof of Concept (data sources, governance, reports, landing zone)
- Project management for the implementation of the Proof of Concept via cloud architecture consultancy
- Definition of a Roadmap and Investment plan for implementation of use cases in 2023-2028
Azure Synapse Analytics, Data Science, Datenanalyse, Digitale Transformation, Microsoft Azure, Power Bi, Microsoft Excel, Projektmanagement, Projektmanagement (IT), Projektsteuerung (Projektcontrolling), SQL, Strategische Unternehmensplanung, System Architektur
8/2022 – 10/2022
Tätigkeitsbeschreibung
- Univariate and multivariate analysis of consumer purchase profiles based on regions and countries
- Analysis of product pricing and impact of discounts and marketing campaigns
- Consultancy on the development of sales strategy (pricing and discounts, regional focus)
Datenanalyse, Mysql, Python, Strategische Unternehmensplanung, Strategisches Marketing
8/2021 – 8/2021
Tätigkeitsbeschreibung
- Development of lessons for introduction on AI to MINT students in Africa
- Teaching lesson about Ethical AI
Schulung / Coaching (allg.)
6/2021 – 6/2021
Tätigkeitsbeschreibung- Developing Use Case and Business Model for face recognition and application of digital makeup, exploration of OpenCVs library for the project purpose
Eingesetzte QualifikationenOpencv, Python, Pytorch
1/2021 – 7/2022
Tätigkeitsbeschreibung
- Project Leader of a global project for the development of a Data Analytics Corporate Unit for the ARDEX Group
- Formulation of a data strategy in alignment with the CEO and the CFO, as well as a Steering Board consisting of international business stakeholders
- Analysis of current technical infrastructure, evaluation of the gaps, and the necessary steps in a roadmap to transform into a cloud-based data architecture
- Outline organizational requirements for a BICC (Business Intelligence Competence Center) and Master Data Management
- Identify and evaluate business cases in Data Analytics, initiate and implement the use cases in cooperation with business stakeholders
- Drive initiatives for harmonization, standardization, and automation (KPIs, global reporting, Master Data standardization)
- Support business stakeholders in analytical and BI reporting, i.e. for inventory management, customer satisfaction & relationship, OEE
- Develop and implement data literacy training in the group for analytics, statistics & BI
Cognos (IBM), Data Science, Datenanalyse, Google Analytics, IT-Strategieberatung, Power Bi, Microsoft Excel, Projektmanagement, Projektsteuerung (Projektcontrolling), Strategische Unternehmensplanung
1/2020 – 12/2022
Tätigkeitsbeschreibung
- ABC Analysis for Inventory goods (raw materials, packaging, merchandise)
- Analysis of production demand based on historic data and forecasts as well as the turnover of stock
- Identification of goods for rework and write-off
- Analysis of Working Capital KPIs (Days Inventory Outstanding, Days Receivables Outstanding, Days Payables Outstanding) and discussion with Business Stakeholders
Bestandsmanagement, Cognos (IBM), Data Science, Datenanalyse, Microsoft Excel, Statistiken, Supply-Chain-Management (SCM)
1/2019 – 12/2019
Tätigkeitsbeschreibung
- Identification of strategic risks based on interviews with global business stakeholders from all corporate unit functions (sales, marketing, supply chain, procurement, F&E, controlling, IT, HR etc.)
- Evaluation of risk severeness and impact, identification of multidimensional risks (affecting several regions or several corporate units)
- Workshop for the corporate units procurement, F&E and compliance on evaluation of probability and impact damages from top strategic risks, and development of mitigation strategies
- Management presentation and documentation in the annual report for the group
Projektmanagement, Projektsteuerung (Projektcontrolling), Risikoanalyse, Risikomanagement, Risikomanagement (Finan.), Strategische Unternehmensplanung
1/2015 – 12/2015
Tätigkeitsbeschreibung
- Definition, evaluation and consolidation of indirect costs from a global controlling perspective
- Discussion and communication with consultancies in supply chain and procurement
- Organization of pitches for project pitch by consultancies
Datenanalyse, Microsoft Excel, Projektmanagement - Angebotsmanagement
3/2013 – 12/2013
Tätigkeitsbeschreibung
- Development of an NPV model for acquisition targets to support purchase price negotiations
- Development of a scenario-based consolidation model for the targets to evaluate different market scenarios (good case, best case, worst case, etc.)
- Management & board presentation
Bilanzen, Datenanalyse, Finanzanalyse, Finanzierungsmodelle, Finanzielle Planung, Fusionen und Übernahmen, Microsoft Excel
3/2013 – 12/2013
Tätigkeitsbeschreibung
- Set up a global project team and definition of decision criteria
- Discussion and communication with international broker companies
- Project organization, pitches, meetings, decision and management presentation
Projektmanagement, Projektsteuerung (Projektcontrolling)
Zertifikate
Ausbildung
Leipzig
Villingen-Schwenningen
Über mich
I completed my education with an MBA in General Management from HHL Leipzig Graduate School of Management, one of the Worldwide Top 20 Business Schools according to the Financial Times (2022). In the last years, I have built coding skills in python for data analysis, statistics, and machine learning with two Nanodegrees from the leading online IT training academy Udacity (IDC, 2021) and further online courses. By this, I am able to create understanding for business use cases, as well as serve with a technological stack for implementation, specifically in the fields of data analytics, data architecture, and AI.
My strengths lie in my analytic approach and my problem-solving skills, which allow me to evaluate and prioritize project goals and initiatives, and integrate them well with your company’s strategic path. To help you decide on the best option, I will calculate and present you with possible approaches for the project, including benefits and costs. My hands-on approach allows me to take quick and good decisions and bring projects to a successful outcome.
My experience in a multicultural environment allows me to communicate effectively and convincingly with stakeholders from all fields, up to the C-level management, whom I was directly reporting to. Due to the close relationship of my work with the IT department as well as my coding skills, I am able to understand technical language and “translate” this appropriately into business processes, and vice versa.
I prefer a value-based approach, with friendliness, curiosity, and integrity being my core values. I have been always described as a very friendly, motivated, and motivating person, having the ability to stay calm even in situations under strong pressure, such as highly competitive negotiations. Due to my curiosity, I was able to learn python and SQL based on self-education. Integrity is key in a work environment, where I am entrusted with highly valuable and sensible data every day. I have also a high personal interest in ethics and philosophy and would love it if my thoughts would be beneficial to the projects I work on.
Weitere Kenntnisse
Persönliche Daten
- Deutsch (Muttersprache)
- Russisch (Muttersprache)
- Englisch (Fließend)
- Europäische Union
- Schweiz
- Vereinigte Staaten von Amerika
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