Recommended expert

Philipp Großer

Machine Learning Engineer

Philipp Großer
Berlin, Germany

Experience

Jan 2025 - Present
1 year 1 month

Machine 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 years

Team Lead Data Science

Flaschenpost SE

  • Head of data science team of 8 data scientists and data engineers
  • Hiring new data scientists, conducting more than 50 interviews
  • Conceptualization and development of a new software application, including "Green Delivery Window"
Jan 2021 - Present
5 years 1 month

Founder & Methodical Lead

MedModels

  • Lead AI Engineer
  • Development of a comprehensive Python library for analyzing medical data, including modules for data synthesis, patient matching, medical concept embeddings, treatment effect estimation, predictive modeling, data visualization, and explainable AI for medical data
  • Use of LLMs for analyzing medical free text
  • Funded by the Federal Ministry for Economic Affairs and Climate Action based on a resolution of the German Bundestag
Jan 2021 - Dec 2024
4 years

Lead Machine Learning Engineer

AstraZeneca, Amgen

  • Team leadership of a data science team (7 developers)
  • Development of advanced machine learning algorithms for synthesizing German health insurance data
  • Scientific leadership for experimental data science implementations
  • Leadership of the evaluation of large language models (LLMs) for use in data synthesis
Jan 2021 - Dec 2021
1 year

Lead Machine Learning Engineer

Vodafone Deutschland GmbH

  • Design and technical development of a proof-of-concept prototype for predictive maintenance analysis of physical infrastructure
  • Leadership of a data science team
Jan 2019 - Present
7 years 1 month

Public Speaker

Various

  • Chaos Computer Club (2020)
  • re:publica (2019)
  • Goethe Institute Kyiv (2019)
  • TINCON (2019)
  • Google Future Workshop (since 2020)
  • Digital Media Woman Podcast (2021)
  • Bitkom Big-Data.AI Summit (2022)
Jan 2019 - Dec 2021
3 years

Lead Machine Learning Engineer

Bayer AG

  • Developed deep learning models to predict cardiovascular events
  • Used extensive patient data to run and analyze the models
  • Led a development team in a comparative analysis of anticoagulant drug effectiveness (Survival Analyses)
Jan 2019 - Dec 2019
1 year

Machine Learning Engineer

Deutsche Bahn AG

  • Designed, developed, and deployed a chatbot for complex legal inquiries
  • Implemented using Python
  • Cleaned and processed unstructured data with fuzzy matching logic
Jan 2019 - Dec 2019
1 year

Machine Learning Engineer

JustWatch GmbH

  • Designed, developed, and deployed a recommendation system for TV shows and movies on a major streaming platform
  • System based on collaborative filtering
Jan 2018 - Dec 2018
1 year

Machine Learning Engineer

Scutix GmbH (WirSol)

  • Designed, developed, and deployed a predictive maintenance tool for multiple data centers
  • Processed numerous IoT data streams
Jan 2017 - Present
9 years 1 month

University Lecturer in Machine Learning

FOM Hochschule

  • University Lecturer in Data Science and Machine Learning with modules like "Apply Programming in Python" and "Big Data Analytics"
  • Provided academic supervision for over 20 bachelor and master theses in Data Science and Machine Learning
Jan 2017 - Present
9 years 1 month

Lead Data Scientist

Open Discourse

  • Developed the most comprehensive search engine for plenary protocols in the German Bundestag
  • The search engine offers full-text search and topic-specific analysis for every word ever recorded in the German Bundestag since 1949
Jan 2016 - Present
10 years 1 month

Founder & Head of AI

Limebit GmbH

  • As a machine learning agency, we run numerous projects for clients like Bayer AG, Wikimedia Deutschland, Deutsche Bahn, VW, and various universities
  • As the lead AI engineer, I oversee methods and approaches across all projects.
Jan 2011 - Dec 2016
6 years

IT Consultant

IBM Deutschland GmbH

  • Six years as an IT consultant focusing on large digital transformation projects across 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.

Skills

  • Python (Numpy, Pandas, Pytorch, Tensorflow, Keras, Scikit-learn, Matplotlib, Plotly, Seaborn, Lifelines)
  • Javascript
  • Java
  • Php
  • Azure
  • Aws
  • Docker
  • Sql
  • Postgres
  • Elastic Search
  • Github
  • Gitlab
  • Power Bi
  • Jira
  • Notion
  • Llms

Languages

German
Intermediate

Education

Oct 2016 - Jun 2018

University of Potsdam

M. Sc. Business Informatics · Business Informatics · Potsdam, Germany

Oct 2011 - Jun 2014

HWR Berlin

B. Sc. Business Informatics · Business Informatics · Berlin, Germany

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