Pricing &Promo Optimization
Leading FMCG provider
(Konsumgüter und Handel, 1000-5000 Mitarbeiter)
Schlagwörter
Data Analysis
Data Mining
Datenvisualisierung
Data Warehousing
Microsoft Sql-Server
Javascript
Geschäftslogik
Künstliche Neurale Netzwerke
Computer Vision
Confluence
Skills
Neural Networks, business logic, Programming, Image recognition, Confluence, Data-driven insights, analytics, Data analysis, Data integration, data extraction, Data mining, Data visualization tools, Data visualization, Data warehousing, data warehouse, Decision support systems, Deep learning, Feature engineering, Data engineering, Jira, JavaScript, Looker, Matlab, Machine Learning, MS SQL Server, SQL Server, MySQL, Natural Language Processing, Object detection, OLTP, Power BI, Python, PyTorch, R, Sentiment analysis, Supervised learning, Tableau, TensorFlow, topic modeling, Unsupervised learning, Web scraping
Projekthistorie
10/2023
-
bis jetzt
Developped a pricing and promo optimization tool for one of the leading FMCG companies. The tool processes data and runs simulations and optimizations to develop optimized promo plans. Recommend optimited product prices and enable key account managers to conduct data-driven decision making.
08/2023
-
10/2023
Market Research Automation Dashboard
Insurance Provider
(Versicherungen, 250-500 Mitarbeiter)
Developed an automated market research dashboard, that collects and processes customer feedback.
To provide the different customer experience managers with actionable insights on the immprovements that need to be implemented to increase customer satisfaction.
To provide the different customer experience managers with actionable insights on the immprovements that need to be implemented to increase customer satisfaction.
04/2023
-
06/2023
Business Intelligence Expert at Global Fashion Manufacturer
Global Fashion Manufacturer
(Konsumgüter und Handel, < 10 Mitarbeiter)
- Integrate business logic in the data warehouse to develop KPIs required for tracking
- Automate P&L reporting to streamline the monthly financial Reporting Process
- Automated P&L Dashboard that provides full visibility on performance on multiple granularity
09/2022
-
10/2022
Analytics Consultant at Sleep Brand
Leading Sleep Brand
(Konsumgüter und Handel, < 10 Mitarbeiter)
- Track competitor prices across multiple markets• Automate the price collection process
- Introduce a competitors pricing dashboard
- Developed an automated competitors' price gathering tool for ~70 brands
- Developed a Tableau dashboard that helps visualize price evolution for multiple products across markets
09/2021
-
10/2021
Data Product Manager at Sleep Brand
Emma the Sleep Company
(Konsumgüter und Handel, 250-500 Mitarbeiter)
- Develop a data platform that would help in business steering
- Align with different stakeholders to build multiple use cases
- Develop a roadmap to identify key priorities that would enable the company's growth
- Developed a blueprint of the technical requirements needed to achieve the business goals
- Developed a singe source of truth and verified data sources used to calculate business KPIs and dashboards
05/2021
-
08/2021
Data Science Consultant at a Mobility Service Provider
Urban Mobility Provider
(Transport und Logistik, < 10 Mitarbeiter)
- Analyze customer feedback to operational insights
- Automate the process of topic assignment
- Conduct a sentiment analysis
- Developed an NLP model that calculates the sentiment of a user provided comment
- Developed an unsupervised topic modeling algorithm
- Created a dashboard to visualize the user sentiment evolution across topics and regions
Reisebereitschaft
Weltweit verfügbar
