Taylor-CCB-Group/MDV
Jun 2025 – Aug 2025
3 Months active
Languages Used
CSSJavaScriptPythonTypeScriptJinjaJupyter Notebook
Technical Skills
AnnData HandlingAutomated TestingCode RefactoringData AnalysisData Loading OptimizationData Retrieval
Maria Kiourlappou
PROFILE
Maria Kiourlappou
Over a three-month period, contributed to the Taylor-CCB-Group/MDV repository by developing and refining features that improved data visualization, retrieval, and AI-assisted workflows. Focused on optimizing memory usage for AnnData objects, enhancing LLM prompt templates, and standardizing data handling to ensure robust analytics pipelines. Delivered configurable plotting components using Python, React, and Pandas, enabling users to generate scatter, dot, box, and selection dialog plots with consistent parameter representation. Strengthened RAG and LLM integration by improving prompt safety and code extraction, while also streamlining the UI for better user experience. Emphasized template-driven development and automated testing throughout the work.
Overall Statistics
Feature vs Bugs
93%Features
Repository Contributions
22Total
Bugs
1
Commits
22
Features
14
Lines of code
894
Activity Months3
Your Network
12 peopleSame Organization
@well.ox.ac.uk3
Shared Repositories
9
Work History
August 2025
1 Commits • 1 Features
Aug 1, 2025August 2025 monthly summary focused on delivering measurable visualization improvements in the MDV repo (Taylor-CCB-Group/MDV). The work prioritized business value by ensuring outputs are consistently informative and ready for stakeholder review, with clear alignment between parameters and their visual representation.
1 Commits • 1 Features
Aug 1, 2025August 2025 monthly summary focused on delivering measurable visualization improvements in the MDV repo (Taylor-CCB-Group/MDV). The work prioritized business value by ensuring outputs are consistently informative and ready for stakeholder review, with clear alignment between parameters and their visual representation.
August 2025
July 2025
13 Commits • 9 Features
Jul 1, 2025July 2025 MDV development monthly summary: Focused on delivering high-value features, hardening AI-assisted workflows, and improving data visualization capabilities. Delivered configurable visualization components, robust data handling, and safer LLM/RAG interactions, complemented by testing and code quality improvements. This period enabled faster analytics iteration, more reliable visualizations, and clearer data pipelines for business users.
July 2025
13 Commits • 9 Features
Jul 1, 2025July 2025 MDV development monthly summary: Focused on delivering high-value features, hardening AI-assisted workflows, and improving data visualization capabilities. Delivered configurable visualization components, robust data handling, and safer LLM/RAG interactions, complemented by testing and code quality improvements. This period enabled faster analytics iteration, more reliable visualizations, and clearer data pipelines for business users.
June 2025
8 Commits • 4 Features
Jun 1, 2025Concise monthly summary for MDV (Taylor-CCB-Group/MDV) - 2025-06. Highlights include memory-efficient data loading in RAG, dynamic LLM prompts, data integrity fixes, UI cleanup, and enhanced retriever context. These efforts deliver measurable business value in performance, adaptability, data quality, user experience, and retrieval relevance.
8 Commits • 4 Features
Jun 1, 2025Concise monthly summary for MDV (Taylor-CCB-Group/MDV) - 2025-06. Highlights include memory-efficient data loading in RAG, dynamic LLM prompts, data integrity fixes, UI cleanup, and enhanced retriever context. These efforts deliver measurable business value in performance, adaptability, data quality, user experience, and retrieval relevance.
June 2025
Activity
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Quality Metrics
Correctness88.2%
Maintainability90.8%
Architecture83.6%
Performance82.8%
AI Usage33.6%
Skills & Technologies
Programming Languages
CSSJavaScriptJinjaJupyter NotebookPythonTypeScript
Technical Skills
AnnData HandlingAnndataAutomated TestingBackend DevelopmentCode GenerationCode ParsingCode RefactoringData AnalysisData EngineeringData Loading OptimizationData ManipulationData RetrievalData VisualizationDataFramesExample Scripting
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline