Data Scientist/ ML Engineer
(Telekommunikation)
Schlagwörter
Business Development
Python
SQL
Data Science
Skills
SUMMARY:
ML engineer with +5 years industry experience. I speak the language of both business and tech.
Love doing outdoor sports (surfing, hiking, beach volleyball) improv theatre, and creating music.
WORK EXPERIENCE:
ML engineer with +5 years industry experience. I speak the language of both business and tech.
Love doing outdoor sports (surfing, hiking, beach volleyball) improv theatre, and creating music.
WORK EXPERIENCE:
- Business Development Trainee at EIBN
- Data Scientist and Data Science Instructor at AT GmbH
- Freelance Data Scientist/ ML Engineer
- PYTHON
- MLOPS
- STATISTICAL ANALYSIS
- GCP
- SQL
Projekthistorie
01/2021
-
01/2022
Project Goal: Work on internal ML platform and implementation of ML use cases
Contributions:
Contributions:
- Refactor existing, prouctive ML model detecting anomalies in time series data of telecommunications towers
- improved model performance by >30% (measured as f1-score)
- Create ML model to detect erroneous phone contracts and bills
- ML model is in production and classifies >50.000 new phone contracts weekly
07/2020
-
12/2020
Data Engineer/ Statistical Advisor
Project Goal: Create an automated ETL pipeline to update the Children's Rights Business Atlas (CRBA), which scores countries in terms of how well they uphold children's rights
Contributions:
Contributions:
- Extract, transform and aggregate data from >200 sources (e.g. REST APIs, web scraping of static HTML sites)
- Provide statistical consulting to aggregate >200 indicators into a sensible index score
11/2016
-
03/2017
Data Visualization Engineer/ Data Scientist
(Automobil und Fahrzeugbau)
Project Goal: Create of an interactive dashboard for the visualization of aftersales car parts
Contributions:
Contributions:
- Build pipeline to extract data from various source systems (SQL)
- Create dashboard which visualizes data about after sale car parts (e.g. stock and price data)
- Include model to predict future demand of car parts
- Used by >10 subject matters experts daily
Reisebereitschaft
Weltweit verfügbar
