June 2025 monthly summary for tnc-ca-geo/animl-api: Delivered dual-mode support for SpeciesNet-all enabling both detection and classification paths with dynamic mode selection based on model source ID; fixed parameter naming for speciesnet inference by aligning admin1_region (replacing admin1Region) to ensure regional data is correctly processed. These changes enhance inference versatility, data correctness, and maintain a consistent API surface across deployment environments.

May 2025 monthly summary for tnc-ca-geo/animl-api: Focused on strengthening the ML inference pipeline, stabilizing configuration handling, and optimizing data flow between services. Delivered a unified SpeciesNet model interface with multi-mode inference, enhanced bbox/label processing, and mode propagation to SageMaker to enable consistent batch and real-time inference. Refactored messaging and configuration flow to improve efficiency. Fixed critical API and path issues to ensure reliable lookups and endpoints.

March 2025: Delivered security- and reliability-focused Kubernetes ingress improvements for Onyx, expanded cloud deployment automation for EOAPI, and established robust secret management and GitOps-driven deployment pipelines. The work reduced manual steps, improved security posture, and accelerated delivery cycles across Kubernetes, Azure, and infrastructure as code layers.

February 2025 update for onyx-dot-app/onyx: Delivered secure ingress routing for API and web services, introducing TLS-enabled ingress configurations and refined traffic routing rules. This work strengthens security posture, improves reliability of external access, and lays groundwork for service-level access controls.