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. ⚡️

A Kubernetes resource recommender that extends the API server to provide native suggestions.

🧟 Outsmart the apocalypse, one instance at a time.

Hospital database system built with Oracle APEX and SQL, featuring an interactive dashboard for real-time insights into patient distribution and doctor availability. Designed to optimize resource management and support hospital administration in data-driven decision-making.

MATLAB implementation of FairPlay - Fairness-driven Task Scheduling and Path Optimization in 6G Edge Networks

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.

AI-powered Kubernetes resource optimization tool. Analyzes pod metrics and provides intelligent recommendations using GPT-4/Claude for cost reduction and performance improvement.

Detect wasteful Kubernetes autoscaling: analyze CPU vs pod metrics to optimize on-prem cluster costs and performance.

Analyze historical Prometheus metrics to generate optimized Kubernetes resource recommendations. Supports multi-namespace scanning, Slack notifications, and generates both YAML patches and detailed reports for cost optimization.

🚀 A Python repository showcasing optimization techniques for Machine Learning including LP, Newton's methods, LASSO, and convex optimization. 📈🐍

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.

Streamline Kubernetes cluster management and gain real-time insights with Prometheus and Grafana monitoring through a user-friendly web-based dashboard.

Blocks unnecessary resources like images, fonts, and stylesheets to optimize performance and speed up page loads.

Social-based resource sharing network

Package microbatch groups tasks into small batches, e.g. to reduce the number of round trips.

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.

Project Prism – An advanced Project Portfolio Management (PPM) platform built with Next.js, enabling real-time insights, resource optimization, agile collaboration, and secure project tracking. My role: Quality Assurance Engineer (manual & automated testing, API testing, performance testing).

Discover how AI agents and RubikChat unlock new levels of database scalability. Learn how AI agent development transforms database management for smarter, faster, and more reliable systems.

ASBA - Intelligent decisions for academic researchers using SLURM clusters to burst computational workloads to AWS EC2. Analyzes job history, optimizes resources, and recommends optimal instance types for cost-effective research computing.