June 2025 monthly summary: Delivered substantive improvements across two repositories, focusing on transient detection, variability analysis, notebook maintainability, data expansion, and cross-dataset integration. These efforts enhanced data loading and processing efficiency, refined EW period phasing, and broadened observational coverage, contributing to faster insights and reproducibility across teams.

April 2025 delivered an end-to-end, notebook-driven data processing and anomaly-detection pipeline for the LinCCF project (lsst-sitcom/linccf). Key outcomes include refactoring notebooks to load/process catalog data with heliocentric times, adding transients.ipynb to detect outbursts in ComCam data, and establishing a scalable light-curve feature extraction and Automated Anomaly Detection (AAD) pipeline. These changes improve data quality, reproducibility, and time-to-insight, with visualization and data loading powered by pandas, dask, and plotly.

February 2025 monthly summary for lsst-sitcom/linccf: Delivered an Astronomical light-curve animation and visualization toolkit, with notebook-based animations, image cutouts, and MP4 export. Refactored utility functions into a dedicated module and extended visualizations for broader astronomical data processing. This work enables reproducible, shareable visual analyses and faster data exploration across research workflows.

January 2025 summary for lsst-sitcom/linccf focusing on delivering notebooks and refinements that enable scalable data loading, exploration, and time-domain analysis. Key outputs include a Cone Search Notebook for data loading and Dask-based workflow, refinements to single-object notebooks for cleaner processing and streamlined periodic analyses, and fixes to ensure data outputs in by_oid notebooks are consistent with the latest dataset (including PSF flux fields). Enhancements to time-domain analysis feature Lomb-Scargle periodogram calculations with more robust WCS-based cutouts and added data points, plus a new visualization notebook for light curves and cutouts. Periodic Kostya notebook for ComCam RR Lyrae workflows updated as well. These efforts are complemented by multiple commit-level improvements to ensure reproducibility and clarity across analyses.