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Post-doctoral Researcher
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GESIS - Cologne
Data Scientist
June 25, 2026 – Present
MIRA-LLM-Assisted-Benchmark
October 18, 2025 – Present
MIRA-LLM-Assisted-Benchmark — GitHub repository
View Projectjcdl2024
July 6, 2024 – December 17, 2024
exData: Tool for extracting Datasets from research articles.
View Projectrm3idf
May 4, 2019 – May 4, 2019
Lucene implementation of RM3IDF method as proposed in SIGIR 2019 by Roy et al.
View ProjectWebDoc_Indexer_Retriever_QE
September 20, 2017 – April 17, 2018
WebDoc_Indexer_Retriever_QE — GitHub repository
View Projecttxtvecir
May 3, 2016 – April 28, 2017
Combination of text and wordvector based similarities
View ProjectRelevance-Model
April 26, 2016 – March 14, 2017
Relevance based Language Model (Victor Lavrenko - SIGIR-2001) with query mix (RM3 - Jaleel et al. TREC-2004)
View ProjectCultural Fit Analysis
The candidate's projects show a strong focus on academic and research-oriented tasks within Information Retrieval and NLP, which aligns well with a Data Scientist role that might involve research or model development. However, the projects are predominantly personal, and there is only one current professional experience listed, which is also as a Data Scientist. The breadth of technologies used is somewhat concentrated around Java and IR-specific tools, with some Python. This indicates a focused interest but potentially less exposure to diverse industry practices or team collaboration scenarios.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's experience is primarily in personal projects, and no psychometric test results are available.