Erfahrener Product / Project Manager & Senior Data Scientist
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- 80799 München
- Weltweit
- de | en
- 12.04.2023
Kurzvorstellung
- Python & ML Programmierung auf Production-Niveau
- Erfahrung in den Bereichen Supply Chain, Finance / Alternative Data, Construction, Media
Qualifikationen
Projekt‐ & Berufserfahrung
8/2022 – 3/2023
TätigkeitsbeschreibungIn this project, we supported our customer (a leading US Tech company in the Supply Chain Transparency space) with consolidating their database with millions of entities and relations (focus on global customs data) and enriching it with additional external data. This way, our customer can generate better insights on global supply chains and interactions between companies via their data platform.
Eingesetzte QualifikationenBig Data, Cloud Computing, Data Mining, Data Science, Datenanalyse, Datenmodellierung, Maschinelles Lernen, Projektmanagement (IT), Supply-Chain-Management (SCM)
9/2021 – 3/2022
Tätigkeitsbeschreibung
- Responsible for developing the new recommendation platform and cutting edge recommendation models for the new RTL+ Streaming Platform (highly scalable for millions of users)
- Leading two teams of Data Scientists and Engineers following the SAFe / Scrum framework
- Advise on project architecture
Projektmanagement (IT)
2/2021 – 7/2021
Tätigkeitsbeschreibung
- Large-scale crawling of IT companies and startups
- Processing of web content and extraction of relevant information into a Knowledge Graph
- Development of a custom SaaS solution for the analysis of the data and identification of new technologies and potential suppliers
Front-End Entwicklung, Innovationsmanagement, Maschinelles Lernen, Projektmanagement (IT)
1/2018 – 2/2020
Tätigkeitsbeschreibung
- Leading the data product development with multiple data teams
- Project lead for the development of the supplier data platform
for Audi AG
- Development and launch of several large data products for large manufacturing clients (Bosch, Siemens, VW...)
Big Data, Data Mining, Data Science, Maschinelles Lernen, Product Owner, Projektmanagement (IT), Python, Supply-Chain-Management (SCM)
Zertifikate
Ausbildung
Würzburg
Weitere Kenntnisse
- Statistics/Machine Learning (general)
- Natural Language Processing
- Information Retrieval (Search)
- Recommendation Engines
- Time Series Analysis
- Computer Vision
- Data Analysis & Wrangling
Programming/Databases
- Python
- R
- HTML/CSS
- React/JavaScript
- SQL
- ElasticSearch
- Apache Spark
Software
- MS Excel
- MS Word / Powerpoint
- Jupyter Notebook
- Jira
Methodologies & Frameworks
- Lean Product Development
- Scrum
- SAFe
- User Story Mapping
Persönliche Daten
- Deutsch (Muttersprache)
- Englisch (Fließend)
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