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mbrunnert

PROFILE

Mbrunnert

Developed a Semantic Search Demonstration Notebook for the elastic/elasticsearch-labs repository, focusing on enhancing semantic search precision in Elasticsearch using the min_score parameter. The work involved creating an end-to-end Jupyter Notebook that guides users through Elastic Cloud deployment, establishing connectivity to Elasticsearch, and implementing min_score tuning workflows. By providing reproducible experiments and clear setup instructions, the notebook enables product and data science teams to efficiently evaluate precision and recall trade-offs. Leveraging Python, Elasticsearch, and data analysis techniques, the solution accelerates onboarding for new users and supports the integration of tunable semantic search, ultimately improving result relevance and user satisfaction.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
813
Activity Months1

Work History

February 2026

1 Commits • 1 Features

Feb 1, 2026

February 2026 monthly summary for elastic/elasticsearch-labs: Delivered a Semantic Search Demonstration Notebook that showcases using the min_score parameter to improve semantic search precision in Elasticsearch. The notebook includes end-to-end setup for Elastic Cloud deployment, connectivity to Elasticsearch, and practical min_score tuning workflows, providing a reproducible framework for evaluating precision/recall trade-offs and accelerating adoption of semantic search capabilities.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage60.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

ElasticsearchJupyter Notebookdata analysissemantic search

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

elastic/elasticsearch-labs

Feb 2026 Feb 2026
1 Month active

Languages Used

Python

Technical Skills

ElasticsearchJupyter Notebookdata analysissemantic search