
Andrew Moise enhanced post ranking functionality in the LemmyNet/lemmy repository by refactoring the scoring algorithm to use total monthly interactions as the denominator, aligning content ranking with current user activity. He introduced a new SQL aggregation function to efficiently compute monthly interaction metrics and updated the database schema with an interactions_month column to support broader engagement measurement. Working primarily with Rust and SQL, Andrew focused on backend development and database design to enable more accurate, data-driven ranking calculations. This work provided a foundation for monthly engagement analytics and improved the relevance of content discovery, demonstrating thoughtful engineering depth within a short timeframe.
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.

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