
During January 2025, Nirmal developed the GPU Utilization Analytics and Breakdown feature for the akash-network/console repository, focusing on backend API development and data analytics. He designed and implemented new endpoints and services in TypeScript, integrating GPU usage data into the graph data service to support richer analytics. By enhancing caching strategies and introducing a vendor and model breakdown route, Nirmal improved both data reliability and query performance. His work in SQL and database management enabled more granular visibility into GPU resource usage, supporting data-driven capacity planning and cost optimization. No major bugs were addressed during this period, reflecting focused feature delivery.

January 2025 monthly summary for akash-network/console focusing on GPU analytics features. Delivered the GPU Utilization Analytics and Breakdown feature, including new endpoints and services, enhanced caching for GPU data, a vendor/model breakdown route, and integration of GPU utilization into the graph data service to enable richer analytics. No major bugs fixed this month. Overall impact includes improved visibility into GPU resource usage, enabling data-driven capacity planning and cost optimization; demonstrated backend API design, caching strategies, and graph data integration.
January 2025 monthly summary for akash-network/console focusing on GPU analytics features. Delivered the GPU Utilization Analytics and Breakdown feature, including new endpoints and services, enhanced caching for GPU data, a vendor/model breakdown route, and integration of GPU utilization into the graph data service to enable richer analytics. No major bugs fixed this month. Overall impact includes improved visibility into GPU resource usage, enabling data-driven capacity planning and cost optimization; demonstrated backend API design, caching strategies, and graph data integration.
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