Schlagwörter
Skills
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.
Tech Stack: Python, SQL, Azure, PowerBI, Tableau, MS O365, Sharepoint, Pytorch, Jupyter Notebook, Gitlab, MySQL, Google Analytics, Databricks, Docker, HTML, CSS, JavaScript, SAP, Git, Kubernetes
Projekthistorie
- 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
- 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
- Organization for project, Discord Server, Meetings etc.
- Development and Maintaining of the Hackathon webpage and WAIR website https://www.womeninairobotics.de/robohackathonTML, CSS, JavaScript, Discord
Wix,
- 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)
- Development of lessons for introduction on AI to MINT students in Africa
- Teaching lesson about Ethical AI
- 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
- Developing Use Case and Business Model for face recognition and application of digital makeup, exploration of OpenCVs library for the project purpose
- Analysis of production demand based on historical data and forecasts as well as the turnover of stock
- Analysis of Supply Chain Management KPIs like Working Capital (DIO, DSO, DPO), OTIF, Fill Rate
- 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
- 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
- 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
- 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
Reisebereitschaft
Sonstige Angaben
My projects solutions for the Udacity Data Analyst Nanodegree here: https://github.com/aenyne/my-udacity-projects.git
Codewars: https://www.codewars.com/users/aeny