ScrollPrize/villa
Oct 2024 – Feb 2026
13 Months active
Languages Used
CC++MarkdownCMakeJSONJavaScriptOpenCVPython
Technical Skills
3D Reconstruction3D VisualizationAlgorithm ImplementationAlgorithmsC++C++ Development
Hendrik Schilling
PROFILE
Hendrik Schilling
Hendrik Schilling developed advanced 3D data processing and visualization capabilities for the ScrollPrize/villa repository, focusing on scalable surface reconstruction, volume rendering, and robust UI workflows. He engineered features such as chunked tensor support, multi-channel TIFF handling, and a 2D U-Net image processing framework, leveraging C++ and Qt for high-performance, cross-platform solutions. His work included optimizing memory management, parallel processing, and algorithmic stability, while integrating tools for segmentation, inpainting, and point cloud manipulation. Through iterative code cleanup, build system improvements, and deployment automation, Hendrik delivered a maintainable, production-ready codebase that supports reliable analytics and efficient large-scale data exploration.
Overall Statistics
Feature vs Bugs
66%Features
Repository Contributions
555Total
Bugs
95
Commits
555
Features
183
Lines of code
439,415
Activity Months13
Your Network
27 peopleShared Repositories
27
Work History
February 2026
1 Commits • 1 Features
Feb 1, 2026February 2026 monthly summary for ScrollPrize/villa: Delivered Volume Selection Interface Enhancements to shrink footprint and improve readability in constrained layouts. Implemented smaller minimum widget sizes and text elision for long items, reducing overflow in dense dashboards. Addressed segmentation-size related tweaks to enable elide in the volume select combo. Result: smoother user interactions, cleaner UI in tight spaces, with no reported regressions. Skills demonstrated: front-end UX/UI optimization, component sizing, and accessibility-conscious rendering.
1 Commits • 1 Features
Feb 1, 2026February 2026 monthly summary for ScrollPrize/villa: Delivered Volume Selection Interface Enhancements to shrink footprint and improve readability in constrained layouts. Implemented smaller minimum widget sizes and text elision for long items, reducing overflow in dense dashboards. Addressed segmentation-size related tweaks to enable elide in the volume select combo. Result: smoother user interactions, cleaner UI in tight spaces, with no reported regressions. Skills demonstrated: front-end UX/UI optimization, component sizing, and accessibility-conscious rendering.
February 2026
January 2026
2 Commits • 1 Features
Jan 1, 2026January 2026 highlights for ScrollPrize/villa. Fixed a critical timing issue in the UI by restoring CWindow timing functionality via adding the missing QElapsedTimer include. Delivered a major feature uplift: Normal Filter integration with visualization, Zarr output, improved fitting, and parallel/adaptive processing to boost performance and usability. These changes enhance reliability, analytics readiness, and processing throughput.
January 2026
2 Commits • 1 Features
Jan 1, 2026January 2026 highlights for ScrollPrize/villa. Fixed a critical timing issue in the UI by restoring CWindow timing functionality via adding the missing QElapsedTimer include. Delivered a major feature uplift: Normal Filter integration with visualization, Zarr output, improved fitting, and parallel/adaptive processing to boost performance and usability. These changes enhance reliability, analytics readiness, and processing throughput.
December 2025
1 Commits • 1 Features
Dec 1, 2025December 2025 monthly summary for ScrollPrize/villa: Delivered a 2D U-Net image processing framework for training on multi-layer TIFF images, with cosine grid fitting and image sampling enhancements. Established utilities for data handling, visualization, and model training to enable repeatable experimentation and scalable image processing workflows.
1 Commits • 1 Features
Dec 1, 2025December 2025 monthly summary for ScrollPrize/villa: Delivered a 2D U-Net image processing framework for training on multi-layer TIFF images, with cosine grid fitting and image sampling enhancements. Established utilities for data handling, visualization, and model training to enable repeatable experimentation and scalable image processing workflows.
December 2025
November 2025
4 Commits • 3 Features
Nov 1, 2025November 2025 monthly summary for ScrollPrize/villa: Delivered targeted build simplification, algorithm robustness improvements, and configurable processing to drive reliability and business value. Key system changes include a clean Build System cleanup, notable enhancements to the Volume Cartographer, and an extended Resume Optimization CLI workflow.
November 2025
4 Commits • 3 Features
Nov 1, 2025November 2025 monthly summary for ScrollPrize/villa: Delivered targeted build simplification, algorithm robustness improvements, and configurable processing to drive reliability and business value. Key system changes include a clean Build System cleanup, notable enhancements to the Volume Cartographer, and an extended Resume Optimization CLI workflow.
October 2025
7 Commits • 4 Features
Oct 1, 2025October 2025: Delivered performance and tooling enhancements for ScrollPrize/villa, including GridStore v3 format with convert tooling and caching optimizations, inpainting-based tracing enhancements, patch loss visualization, surface coordinate robustness fixes, and a new tifxyz rotation CLI. These changes improve runtime efficiency, reliability, and data processing capabilities, delivering measurable business value in faster processing, reduced log noise, and expanded data prep options. Skills demonstrated include advanced C++ optimization, memory management, caching strategies, CLI tooling, and visualization pipeline development.
7 Commits • 4 Features
Oct 1, 2025October 2025: Delivered performance and tooling enhancements for ScrollPrize/villa, including GridStore v3 format with convert tooling and caching optimizations, inpainting-based tracing enhancements, patch loss visualization, surface coordinate robustness fixes, and a new tifxyz rotation CLI. These changes improve runtime efficiency, reliability, and data processing capabilities, delivering measurable business value in faster processing, reduced log noise, and expanded data prep options. Skills demonstrated include advanced C++ optimization, memory management, caching strategies, CLI tooling, and visualization pipeline development.
October 2025
September 2025
16 Commits • 5 Features
Sep 1, 2025September 2025: Delivered a cohesive set of 3D surface analysis and volume cartography improvements in ScrollPrize/villa, elevating accuracy, configurability, and reliability. The work spanned advanced in-surface quality metrics, diffusion-based winding analysis, enhanced multi-channel TIFF support, resilient state management for GrowPatch, and focused maintenance that improved stability and performance across large datasets.
September 2025
16 Commits • 5 Features
Sep 1, 2025September 2025: Delivered a cohesive set of 3D surface analysis and volume cartography improvements in ScrollPrize/villa, elevating accuracy, configurability, and reliability. The work spanned advanced in-surface quality metrics, diffusion-based winding analysis, enhanced multi-channel TIFF support, resilient state management for GrowPatch, and focused maintenance that improved stability and performance across large datasets.
August 2025
41 Commits • 14 Features
Aug 1, 2025Aug 2025 monthly summary for ScrollPrize/villa highlights a set of performance and reliability improvements across metrics, rendering, geometry processing, and build systems. The work delivered observable business value through improved observability, UX fidelity, reduced rendering artifacts, faster iteration cycles, and stronger data annotation capabilities. The month combined foundational infrastructure with targeted bug fixes to stabilize the rendering pipeline and support more scalable feature work.
41 Commits • 14 Features
Aug 1, 2025Aug 2025 monthly summary for ScrollPrize/villa highlights a set of performance and reliability improvements across metrics, rendering, geometry processing, and build systems. The work delivered observable business value through improved observability, UX fidelity, reduced rendering artifacts, faster iteration cycles, and stronger data annotation capabilities. The month combined foundational infrastructure with targeted bug fixes to stabilize the rendering pipeline and support more scalable feature work.
August 2025
July 2025
51 Commits • 23 Features
Jul 1, 2025July 2025 — ScrollPrize/villa: Delivered stability and data-management improvements across the visualization stack, with a focus on reliability, performance, and safe AI governance. Key features delivered include build stabilization with updated z5/xtensor includes and corrected include paths, scoped Ceres target to fix deprecation warnings, advancement of point collection and seeding handling (ID/signal based logic), and UI/data-flow enhancements for point collections I/O. Ray casting and visualization stability improvements were implemented to speed up focus-based interactions and fix scale/zoom issues. Also shipped governance guidance for LLM usage and UI polish for better visibility.
July 2025
51 Commits • 23 Features
Jul 1, 2025July 2025 — ScrollPrize/villa: Delivered stability and data-management improvements across the visualization stack, with a focus on reliability, performance, and safe AI governance. Key features delivered include build stabilization with updated z5/xtensor includes and corrected include paths, scoped Ceres target to fix deprecation warnings, advancement of point collection and seeding handling (ID/signal based logic), and UI/data-flow enhancements for point collections I/O. Ray casting and visualization stability improvements were implemented to speed up focus-based interactions and fix scale/zoom issues. Also shipped governance guidance for LLM usage and UI polish for better visibility.
February 2025
10 Commits • 4 Features
Feb 1, 2025February 2025 monthly summary for ScrollPrize/villa highlighting feature deliveries, bug fixes, and operational improvements with a focus on data integrity, deployment reliability, and release management.
10 Commits • 4 Features
Feb 1, 2025February 2025 monthly summary for ScrollPrize/villa highlighting feature deliveries, bug fixes, and operational improvements with a focus on data integrity, deployment reliability, and release management.
February 2025
January 2025
16 Commits • 4 Features
Jan 1, 2025January 2025 monthly summary for ScrollPrize/villa: The month focused on delivering robust TIFF XYZ processing and high-accuracy upscaling, along with packaging, deployment enhancements, and substantial internal process improvements. The work emphasized reliability, deployment readiness, and maintainability, driving business value through improved rendering quality and streamlined operations.
January 2025
16 Commits • 4 Features
Jan 1, 2025January 2025 monthly summary for ScrollPrize/villa: The month focused on delivering robust TIFF XYZ processing and high-accuracy upscaling, along with packaging, deployment enhancements, and substantial internal process improvements. The work emphasized reliability, deployment readiness, and maintainability, driving business value through improved rendering quality and streamlined operations.
December 2024
217 Commits • 68 Features
Dec 1, 2024December 2024: Delivered density enhancement with random seeds to increase density; improved density reporting and stability; fixed critical bugs affecting area calculations, local data handling, and global state; achieved meaningful performance gains on large surfaces through faster rendering and better threading; extended multi-surface support and winding-number-based mesh generation; improved operational readiness via Docker/build fixes, code cleanup, and updated documentation.
217 Commits • 68 Features
Dec 1, 2024December 2024: Delivered density enhancement with random seeds to increase density; improved density reporting and stability; fixed critical bugs affecting area calculations, local data handling, and global state; achieved meaningful performance gains on large surfaces through faster rendering and better threading; extended multi-surface support and winding-number-based mesh generation; improved operational readiness via Docker/build fixes, code cleanup, and updated documentation.
December 2024
November 2024
174 Commits • 50 Features
Nov 1, 2024November 2024 monthly summary for ScrollPrize/villa focusing on delivering performance, stability, and scalable rendering/workflow capabilities. The month emphasized increasing throughput for large scenes, improving memory and resource handling, and strengthening robustness across core subsystems while expanding generation and segmentation capabilities.
November 2024
174 Commits • 50 Features
Nov 1, 2024November 2024 monthly summary for ScrollPrize/villa focusing on delivering performance, stability, and scalable rendering/workflow capabilities. The month emphasized increasing throughput for large scenes, improving memory and resource handling, and strengthening robustness across core subsystems while expanding generation and segmentation capabilities.
October 2024
15 Commits • 5 Features
Oct 1, 20242024-10 ScrollPrize/villa monthly summary: Delivered major enhancements to volume visualization, improved 3D data handling, and strengthened code quality. Key features shipped include: real-time zoom and z-offset display with dynamic dataset scaling in the Volume Viewer (enhanced Zarr support and robust min-scale behavior); configurable surface refinement parameters for RefineCompSurface; tracing support and experiment opchain for trained surfaces with updated thresholds; foundational chunked data reading and caching improvements (ChunkCache reset, chunked reading for large 3D datasets, new Chunked3d tensor with tests, OpenCV diagnostics); and targeted codebase/documentation updates (header refactor for cost functions, disabled demo tracing, updated README). Major bug fix: race condition in cache put resolved by exclusive locking and eviction-tracking refactor. Business impact: faster, more reliable data exploration on large datasets, higher confidence in tracing and surface processing, and a cleaner, more maintainable codebase.
15 Commits • 5 Features
Oct 1, 20242024-10 ScrollPrize/villa monthly summary: Delivered major enhancements to volume visualization, improved 3D data handling, and strengthened code quality. Key features shipped include: real-time zoom and z-offset display with dynamic dataset scaling in the Volume Viewer (enhanced Zarr support and robust min-scale behavior); configurable surface refinement parameters for RefineCompSurface; tracing support and experiment opchain for trained surfaces with updated thresholds; foundational chunked data reading and caching improvements (ChunkCache reset, chunked reading for large 3D datasets, new Chunked3d tensor with tests, OpenCV diagnostics); and targeted codebase/documentation updates (header refactor for cost functions, disabled demo tracing, updated README). Major bug fix: race condition in cache put resolved by exclusive locking and eviction-tracking refactor. Business impact: faster, more reliable data exploration on large datasets, higher confidence in tracing and surface processing, and a cleaner, more maintainable codebase.
October 2024
Activity
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Quality Metrics
Correctness80.2%
Maintainability81.2%
Architecture74.8%
Performance69.8%
AI Usage20.2%
Skills & Technologies
Programming Languages
CC++CMakeCUDADockerfileJSONJavaScriptMarkdownOpenCVPython
Technical Skills
3D Data Manipulation3D Data Processing3D Graphics3D Model Generation3D Reconstruction3D Rendering3D Visualization3D graphics3D mathAlgorithm DesignAlgorithm DevelopmentAlgorithm ImplementationAlgorithm OptimizationAlgorithm TuningAlgorithms
Repositories Contributed To
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