Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.
⚡️ Transform AI/ML operations: Transparency, Control and Cost Optimization. ⚡️
🧟 Outsmart the apocalypse, one instance at a time.
Hospital database system built with Oracle APEX and SQL, featuring an interactive dasard for real-time insights into patient distribution and doctor availability. Designed to optimize resource management and support hospital administration in data-driven decision-making.
A leaf-based algo to optimize resources of cloud applications. Patterns of leaves can be used to decipher a nature-based resource optimization algorithm by analyzing the patterns in the leaves to determine the abundance and distribution of resources in a given area. The requirement of computing resources can be compared with requirement of a leaf.
Social-based resource sharing network
This script processes files within a project directory by minifying JavaScript files and copying other file types to a specified output directory. It leverages the Terser library for minification and tracks the size reduction achieved, reporting in kilobytes.
Blocks unnecessary resources like images, fonts, and stylesheets to optimize performance and speed up page loads.
A comprehensive project showcasing the development of a Hospital Data Warehouse for Services Hospital Lahore, featuring ETL workflows, data mining with KNIME, and interactive Power BI visualizations to improve operational efficiency and patient care.
Streamline Kubernetes cluster management and gain real-time insights with Prometheus and Grafana monitoring through a user-friendly web-based dasard.
UHard Utility - Advanced System Configuration Tool
Package microbatch groups tasks into small batches, e.g. to reduce the number of round trips.
The old render graph based Vulkan rendering engine, BSc thesis work
🚀 A Python repository showcasing optimization techniques for Machine Learning including LP, Newton's methods, LASSO, and convex optimization. 📈🐍
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