Inspect outcomes, database scaling indicators, and performance parameters logged during project deliveries.
Built a customized route orchestration engine using integrated AI agents and Google Cloud mapping pipelines to coordinate 400+ vehicles.
TransitVelo was suffering from skyrocketing fuel costs and manual dispatch delays due to legacy routing systems that couldn't adapt to live traffic congestion.
We analyzed 6 months of GPS tracking logs and dispatch sheets, uncovering that 35% of routes had redundant paths and that drivers frequently encountered sudden urban blocks.
Created an interactive dispatcher dashboard with high contrast metrics, live map clusters, and visual progress grids that simplify alert resolutions in three clicks.
Written with a Next.js frontend, an ASP.NET Core microservices backend, and custom Python AI models that dynamically re-order route waypoints using real-time coordinates.
Deployed using Docker containers on AWS ECS with automated GitHub Actions. Setting up Prometheus and Grafana for server alerts.
Slashed dispatcher planning times from 2 hours to 8 minutes, reduced fleet fuel expenses by 28%, and improved customer package delivery window compliance to 98.4%.
Engineered a custom STM32 hardware grid and AWS cloud dashboard to track power consumption and prevent heavy machinery motor failures.
Designed an automated editing pipeline for property photo editing, digital staging, and sky replacement with a 24-hour turnaround.