Philipp Großer
Machine Learning Engineer
Experience
Jan 2025 - Present
7 monthsMachine Learning Engineer
docmetric GmbH
- Analysis of patient data for various clients.
- Development of complex analysis pipelines.
- Quality assurance of methods.
Jan 2022 - Dec 2023
2 yearsTeam Lead Data Science
Flaschenpost SE
- Led a data science team of 8 data scientists and data engineers.
- Conducted over 50 interviews to hire new data scientists.
- Designed and developed new software applications like “Green Delivery Window.”
Jan 2021 - Present
4 years 7 monthsFounder & Head of Methodology
MedModels
- Developed a comprehensive Python library for medical data analysis.
- Modules include data synthesis, patient matching, medical concept embeddings, treatment effect estimators, predictive modeling, data visualization, and explainable AI for medical data.
- Used LLMs to analyze medical free text.
- Funded by the Federal Ministry for Economic Affairs and Climate Action.
Jan 2021 - Dec 2024
4 yearsLead Machine Learning Engineer
AstraZeneca, Amgen
- Led a data science team of 7 engineers.
- Developed advanced machine learning algorithms to synthesize German health insurance data.
- Scientific lead for experimental data science implementations.
- Oversaw evaluation of large language models (LLMs) for data synthesis applications.
Jan 2021 - Dec 2021
1 yearLead Machine Learning Engineer
Vodafone Deutschland GmbH
- Designed and technically developed a proof-of-concept prototype for predictive maintenance analysis of physical infrastructure.
- Managed a data science team.
Jan 2019 - Present
6 years 7 monthsPublic Speaker
Various
- Public presentations on artificial intelligence at events:
- Chaos Computer Club (2020).
- re:publica (2019).
- Goethe-Institut Kyiv (2019).
- TINCON (2019).
- Google Digital Workshop (since 2020).
- Digital Media Woman Podcast (2021).
- Bitkom Big Data & AI Summit (2022).
Jan 2019 - Dec 2021
3 yearsLead Machine Learning Engineer
Bayer AG
- Developed deep learning models to predict cardiovascular events.
- Used extensive patient data to run and analyze models.
- Led a development team in comparative analysis of anticoagulant drug effectiveness using survival analysis.
Jan 2019 - Dec 2019
1 yearMachine Learning Engineer
Deutsche Bahn AG
- Designed, developed, and deployed a chatbot for complex legal queries.
- Implemented in Python.
- Cleaned and processed unstructured data using fuzzy matching logic.
Jan 2019 - Dec 2019
1 yearMachine Learning Engineer
JustWatch GmbH
- Designed, developed, and deployed a recommendation system for series and movies on a major streaming platform.
- The recommendation system is based on collaborative filtering.
Jan 2018 - Present
7 years 7 months Lorem ipsum dolor sit amet
M. Sc. Business Informatics, University of Potsdam, Potsdam.
Jan 2018 - Dec 2018
1 yearMachine Learning Engineer
Scutix GmbH (WirSol)
- Designed, developed, and deployed a predictive maintenance tool for multiple data centers.
- Processed vast IoT data streams.
Jan 2017 - Present
8 years 7 monthsUniversity Lecturer in Machine Learning
FOM Hochschule
- Taught data science and machine learning modules like “Applied Programming in Python” and “Big Data Analytics.”
- Supervised over 20 bachelor’s and master’s theses in data science and machine learning.
Jan 2017 - Present
8 years 7 monthsLead Data Scientist
Open Discourse
- Built the most comprehensive search engine for plenary protocols of the German Bundestag.
- Provided full-text search and topic-specific analysis for every word ever recorded in the Bundestag since 1949.
Jan 2016 - Present
9 years 7 monthsFounder & Head of AI
Limebit GmbH
- Oversaw methods and approaches across all projects of a machine learning agency.
- Delivered numerous projects for clients like Bayer AG, Wikimedia Germany, Deutsche Bahn, VW, and various universities.
Jan 2014 - Present
11 years 7 months Lorem ipsum dolor sit amet
B. Sc. Business Informatics, HWR Berlin, Berlin.
Jan 2011 - Dec 2016
6 yearsIT Consultant
IBM Deutschland GmbH
- Six years as an IT consultant focused on large-scale digital transformation projects in Europe.
- Collaborated with clients like Beiersdorf, Puma, and PepsiCo.
Summary
As a Managing Data Scientist, I have several years of successful experience leading data science teams.
Languages
German
Advanced Education
University of Potsdam
Master of Science · Business Informatics · Potsdam, Germany
HWR Berlin
Bachelor of Science · Business Informatics · Berlin, Germany
Need a freelancer? Find your match in seconds.
Try FRATCH GPT More actions
Similar Freelancers
Discover other experts with similar qualifications and experience
