Implement dedicated Chat-Bot on customer's data, updated ETL pipelines
AI ConsultantPythonAirflowLLM
AI Consultant
Data-driven optimization of internal processes based on ETL pipelines
Set up and conducted online training courses in the field of AI, esp. LLMs
PythonAirflowLLM
agil.bz GmbH & Co. KG
Cologne
3 years 2 months
2020-09 - 2023-10
Department RTL Data
Data ScientistPythonML OpsData Scientist...
Data Scientist
Project OnAIr:
Developed tested components ready for implementation into the company?s Europe-exclusive automatical TV program planning system for all TV channels, esp. trained a dedicated seq2seq RNN to predict the main competitors? schedules and wrote an NLP algorithm aimed at dynamically achieving a maximum matching rate between all TV shows across current and legacy databases.
Project SignatureCode:
Created sensible image- and sound-level features extracted from advertisement spots and implemented fully tested end-to-end MLpipelines to predict advertising effects based on the spot?s aggregated characteristics.
Project BrandAId:
Built machine learning models describing various time-series KPIs in order to predict the advertising effects by sales spendings of several well-established, commissioning brands
Completed tasks related to NLP, e.g. crawled adequate reviews from the web and subsequently trained an attention-based transformer network performing German sentiment analysis used in the company?s ?Contextual Video Tagging?.
Product Owner ?Produktionsdatenanalyse? The project was aimed at the collection and analysis of all data incurring in the company?s journalistic news departments, Additionally, I developed myself a graph-theoretical service performing automatic clustering of all news items by RTL News, consisting of the company?s entire catalogue of TV magazines and online articles.
Co-implemented two dedicated neural networks performing face detection and subsequent recognition based on embeddings retrieved from Google?s FaceNet paper in order to tag mainly German celebrities in the journalists? database of raw film material.
PythonNLPDeep LearningDevOps
Cologne Broadcasting Center (CBC @RTL)
Cologne
1 year 6 months
2016-04 - 2017-09
supporting the lecture ?Mathematics for Economists (Level II)
Maths tutor
Maths tutor
University of Duisburg-Essen
Aus- und Weiterbildung
Aus- und Weiterbildung
3 months
2019-02 - 2019-04
Natural Language Processing NLP
Graduation, Udacity
Graduation
Udacity
Udacity course in NLP.
2 years 10 months
2015-10 - 2018-07
Studies Economathematics
M. Sc., University of Duisburg-Essen
M. Sc.
University of Duisburg-Essen
Final grade: 1.8
Specialisation: probability theory, stochastics and statistics
Thesis: on Request
Minor subject: Business Administration, Logistics and Operations Research
7 months
2017-06 - 2017-12
Scrum Master
Professional Scrum Master I, www.scrum.org
Professional Scrum Master I
www.scrum.org
6 months
2016-09 - 2017-02
Semester abroad (ERASMUS)
Matematica, M. Sc., Università degli Studi di Pavia, Italy
Matematica, M. Sc.
Università degli Studi di Pavia, Italy
Grade: 28/ 30
Courses and oral exams in Italian
3 years 6 months
2011-10 - 2015-03
Studies Mathematics
B. Sc., University of Cologne
B. Sc.
University of Cologne
Final grade: 1.8
Thesis: on Request
Specialisation: Probability Theory and Complex Analysis
Implement dedicated Chat-Bot on customer's data, updated ETL pipelines
AI ConsultantPythonAirflowLLM
AI Consultant
Data-driven optimization of internal processes based on ETL pipelines
Set up and conducted online training courses in the field of AI, esp. LLMs
PythonAirflowLLM
agil.bz GmbH & Co. KG
Cologne
3 years 2 months
2020-09 - 2023-10
Department RTL Data
Data ScientistPythonML OpsData Scientist...
Data Scientist
Project OnAIr:
Developed tested components ready for implementation into the company?s Europe-exclusive automatical TV program planning system for all TV channels, esp. trained a dedicated seq2seq RNN to predict the main competitors? schedules and wrote an NLP algorithm aimed at dynamically achieving a maximum matching rate between all TV shows across current and legacy databases.
Project SignatureCode:
Created sensible image- and sound-level features extracted from advertisement spots and implemented fully tested end-to-end MLpipelines to predict advertising effects based on the spot?s aggregated characteristics.
Project BrandAId:
Built machine learning models describing various time-series KPIs in order to predict the advertising effects by sales spendings of several well-established, commissioning brands
Completed tasks related to NLP, e.g. crawled adequate reviews from the web and subsequently trained an attention-based transformer network performing German sentiment analysis used in the company?s ?Contextual Video Tagging?.
Product Owner ?Produktionsdatenanalyse? The project was aimed at the collection and analysis of all data incurring in the company?s journalistic news departments, Additionally, I developed myself a graph-theoretical service performing automatic clustering of all news items by RTL News, consisting of the company?s entire catalogue of TV magazines and online articles.
Co-implemented two dedicated neural networks performing face detection and subsequent recognition based on embeddings retrieved from Google?s FaceNet paper in order to tag mainly German celebrities in the journalists? database of raw film material.
PythonNLPDeep LearningDevOps
Cologne Broadcasting Center (CBC @RTL)
Cologne
1 year 6 months
2016-04 - 2017-09
supporting the lecture ?Mathematics for Economists (Level II)
Maths tutor
Maths tutor
University of Duisburg-Essen
Aus- und Weiterbildung
Aus- und Weiterbildung
3 months
2019-02 - 2019-04
Natural Language Processing NLP
Graduation, Udacity
Graduation
Udacity
Udacity course in NLP.
2 years 10 months
2015-10 - 2018-07
Studies Economathematics
M. Sc., University of Duisburg-Essen
M. Sc.
University of Duisburg-Essen
Final grade: 1.8
Specialisation: probability theory, stochastics and statistics
Thesis: on Request
Minor subject: Business Administration, Logistics and Operations Research
7 months
2017-06 - 2017-12
Scrum Master
Professional Scrum Master I, www.scrum.org
Professional Scrum Master I
www.scrum.org
6 months
2016-09 - 2017-02
Semester abroad (ERASMUS)
Matematica, M. Sc., Università degli Studi di Pavia, Italy
Matematica, M. Sc.
Università degli Studi di Pavia, Italy
Grade: 28/ 30
Courses and oral exams in Italian
3 years 6 months
2011-10 - 2015-03
Studies Mathematics
B. Sc., University of Cologne
B. Sc.
University of Cologne
Final grade: 1.8
Thesis: on Request
Specialisation: Probability Theory and Complex Analysis