Freelancer profile translated to English.

Description

Dr.-Ing. & Data Scientist with 8+ years of experience in the statistical analysis of experimental and health data. Pharma Analytics (ZS, IQVIA), standards-driven testing (BAM), NLP & ML with Python. Focus: Statistics in regulated environments, ML pipelines, data fusion. Remote or Berlin.

Industry field of expertise

Languages

German
Native or bilingual
English
Fluent
French
Basic

Workplace preferences

Can work on-site

Berlin (up to 50km)

Numerigs GmbH,
Founder & Data Consultant
PHARMACEUTICALS INDUSTRY
April 2025 - Today (1 year and 3 months)
Berlin, Germany
-Development of a Data Intelligence Platform that automatically collects, links, and analyzes heterogeneous OSINT sources (web crawling, NLP, named entity recognition, embedding-based search).
-Development of a tool for analyzing satellite image data (activity patterns at industrial sites via parking lot occupancy and heat signatures) using computer vision as an experimental OSINT data source.
-Building and maintaining a proprietary database with hospital case data for selected European countries, categorized by ICD-10 and OPS codes.
-Development of ML-supported analysis pipelines for information extraction from large unstructured document repositories (including German hospital quality reports).
Python Machine learning NLP Web Scraping Data analysis
Pharma-Projekte,
Freelance Data Scientist
PHARMACEUTICALS INDUSTRY
November 2024 - March 2025 (4 months)
Berlin, Germany
-Support for pharmaceutical analytics projects at ZS Associates as a subject matter expert for the German healthcare data landscape.
-Integration of commercial health datasets (e.g., IQVIA) with self-collected web scraping data for the segmentation of physicians and medical institutions.
-Creation of a numerical patient potential model at the level of medical institutions, coupled with regional geo-data mapping for segmentation.
-Generation of actionable insights for the sizing and geographical structuring of sales staff.
Data science Python Customer Segmentation and Analysis Web Scraping Data analysis
ZS Associates,
Strategy & Insights Associate
PHARMACEUTICALS INDUSTRY
April 2024 - September 2024 (5 months)
Berlin, Germany
-Participation in global strategy projects in the pharmaceutical industry with a focus on market access and segmentation.
-Conducting data analyses, literature reviews, and presentations for decision-makers at management level.
-Building expertise in the field of German health data for internal and external projects.
Data analysis Customer Segmentation and Analysis Data science Strategy Consulting Project Management