goxe is a log reduction tool written in go. it normalizes, filters, and aggregates repeated messages. the result is less noise, lower bandwidth, and cheaper storage without losing visibility into recurring issues.

Schema-first data serialization format for efficient transport of large structured datasets.

Enterprise monitoring solution for Windows Delivery Optimization. Collects per-job DO telemetry from Intune-managed devices via Proactive Remediations, ingests through Azure Functions + Service Bus, and visualizes in Log Analytics with Workbooks and Alert Rules. Full Bicep IaC and automated deployment.

A Flask application for managing Quality of Service (QoS) policies on network devices. Provides web-based interface for configuring and monitoring QoS settings.

Delta-state algebra — O(1) state reconstruction, 99% bandwidth reduction, formally proven with 92 Lean4 theorems. pip install atomik-core | C99 header | FPGA hardware (69.7 Gops/s)

Integrated DNS-based ad and tracker blocking for ISP networks. Implements high-performance sinkholing to filter advertising and malicious domains at the network level, reducing bandwidth consumption and enhancing privacy for all subscribers.

BandOptimizer: An AI/ML-powered Streamlit app for optimizing bandwidth usage in schools and hospitals. Upload CSV files to get actionable predictions for efficient resource management.

Advanced traffic-shaping middleware for automated agent management. Optimized for bandwidth preservation and legacy crawler routing using high-compression data streams.Advanced traffic-shaping middleware for automated agent management. Optimized for bandwidth preservation and legacy crawler routing using high-compression data streams.