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ayanacharyya

PROFILE

Ayanacharyya

Ayan Acharyya developed and enhanced scientific data analysis and visualization tools in the foggie-sims/foggie repository, focusing on astrophysical simulation workflows. Over four months, Ayan delivered features for robust file I/O, parallel data processing, and reproducible plotting, integrating external datasets and literature-based overlays to support cross-redshift and multi-halo analyses. Using Python, Pandas, and Matplotlib, Ayan implemented utilities for generating and visualizing baryonic mass and metallicity gradients, improved error handling, and reorganized project structure for maintainability. The work addressed both feature development and bug fixes, demonstrating depth in scientific computing, code refactoring, and configuration management for collaborative research environments.

Overall Statistics

Feature vs Bugs

78%Features

Repository Contributions

36Total
Bugs
2
Commits
36
Features
7
Lines of code
105,798
Activity Months4

Work History

October 2025

1 Commits

Oct 1, 2025

October 2025 monthly summary for foggie-sims/foggie focusing on stabilizing time-related operations and configuration loading. Addressed critical datetime handling and foggie_load usage; adjusted system configuration path to align with system-specific config resolution; these fixes improve reliability of time-based workflows and prevent runtime errors across environments.

July 2025

1 Commits • 1 Features

Jul 1, 2025

Month: 2025-07 — This month focused on feature enhancements in foggie-sims/foggie to improve spectral line data integration, visualization, and preparation for observational-data comparisons. Key work centered on adding spectral line data handling and plotting enhancements, configuring model paths, and enabling overplotting of observational data. No major bugs fixed this period; the emphasis was on delivering end-to-end plotting and data-prep capabilities to accelerate science output and publication readiness.

December 2024

16 Commits • 3 Features

Dec 1, 2024

December 2024 performance summary for foggie project. Delivered core data tooling and analysis capabilities, improved data availability for halo analysis, and strengthened project organization to support long-term maintainability and collaboration. Emphasis on business value: enabling faster, more reliable scientific analysis and reproducible workflows with scalable data generation and visualization utilities.

November 2024

18 Commits • 3 Features

Nov 1, 2024

November 2024 (foggie-sims/foggie) delivered robustness, visualization, and data-persistence improvements that directly enhance scientific reliability, reproducibility, and workflow efficiency. Key features delivered include plotting enhancements with Z-z overlays and a solar reference line, updated colormap, multi-redshift and multi-halo support, and broader dataset integration (FIRE-2) along with Graf+24 related visuals; addition of literature MZR overlays (Sanders+2021) on existing plots; and an option to export metallicity gradient data with safeguards to prevent overwriting when plotting is enabled. Major bug fixes focused on Foggie Analysis IO robustness, refined argument parsing, improved output directory handling, and the ability to skip existing files or gracefully handle fitting errors. Together these changes improve cross-redshift analyses, data persistence, and overall workflow efficiency. Technologies demonstrated include Python plotting, datashader colormap customization, robust IO and error handling, and integration of external datasets and literature relations.

Activity

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Quality Metrics

Correctness86.6%
Maintainability86.4%
Architecture80.8%
Performance77.6%
AI Usage20.0%

Skills & Technologies

Programming Languages

Jupyter NotebookMarkdownPythonText

Technical Skills

AstrophysicsAstrophysics Data AnalysisBug FixingCode OrganizationCode RefactoringConfiguration ManagementData AnalysisData VisualizationDocumentationError HandlingFile I/OFile ManagementHigh-Performance Computing (HPC)MPIMatplotlib

Repositories Contributed To

1 repo

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

foggie-sims/foggie

Nov 2024 Oct 2025
4 Months active

Languages Used

PythonJupyter NotebookMarkdownText

Technical Skills

AstrophysicsAstrophysics Data AnalysisBug FixingCode RefactoringData AnalysisData Visualization

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