
Andrew Moise enhanced post ranking functionality for the LemmyNet/lemmy repository by refactoring the scoring algorithm to use total monthly interactions, ensuring rankings reflect current user activity. He introduced a new SQL aggregation function to efficiently compute monthly engagement metrics and updated the database schema with an interactions_month column to support broader analytics. Working primarily with Rust and SQL, Andrew focused on backend development and data-driven design, enabling more relevant content discovery and improved user engagement. His work demonstrated a thoughtful approach to backend refactoring and analytics, laying the groundwork for ongoing improvements in monthly engagement measurement and ranking accuracy.

February 2025 — LemmyNet/lemmy monthly summary: Implemented improvements to post ranking by leveraging total monthly interactions to compute scores. Key changes include refactoring scaled_rank to use total monthly interactions as the denominator, introducing a new SQL aggregation function for interactions, and adding an interactions_month column to the schema to enable broader engagement measurement in ranking calculations. Commit reference: 5240576de886762ffd3f7994c70df99caaa54770. Impact: ranking now reflects current monthly activity, improving content discovery and user engagement. Demonstrated backend refactoring, SQL analytics, and data-driven design.
February 2025 — LemmyNet/lemmy monthly summary: Implemented improvements to post ranking by leveraging total monthly interactions to compute scores. Key changes include refactoring scaled_rank to use total monthly interactions as the denominator, introducing a new SQL aggregation function for interactions, and adding an interactions_month column to the schema to enable broader engagement measurement in ranking calculations. Commit reference: 5240576de886762ffd3f7994c70df99caaa54770. Impact: ranking now reflects current monthly activity, improving content discovery and user engagement. Demonstrated backend refactoring, SQL analytics, and data-driven design.
Overview of all repositories you've contributed to across your timeline