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AI/ML & Video Analytics

AI-Powered Video Analytics CMS for Multi-Site Fuel Station Network

An enterprise-grade intelligent video feed analytics platform with content management system for a nationwide fuel station network. Led development of the complete CMS platform, infrastructure architecture, and network topology integrating third-party AI/ML video analytics with digital signage infrastructure. Deployed across multiple sites with L3VPN connectivity and OSPF multi-site peering, featuring real-time video processing orchestration, centralized content management, and automated media distribution to outdoor digital displays.

Client
Major Fuel Station Network (Confidential)
Role
Lead Programmer & Infrastructure Architect
Duration
6 months
Deployment
Nationwide Multi-Site

Project Gallery

Visual workflow editor for AI/ML video analytics pipeline configuration

Visual workflow editor for AI/ML video analytics pipeline configuration

Adiout CMS management dashboard showing worker nodes, cameras, and real-time monitoring

Adiout CMS management dashboard showing worker nodes, cameras, and real-time monitoring

Outdoor digital signage display showing promotional content at fuel station

Outdoor digital signage display showing promotional content at fuel station

SIWAT SYSTEM branded content delivery interface on digital display

SIWAT SYSTEM branded content delivery interface on digital display

Live advertising content on outdoor media player at fuel dispenser

Live advertising content on outdoor media player at fuel dispenser

Edge processing node with PTP timecode synchronization and light ML workload processing to reduce upstream bandwidth

Edge processing node with PTP timecode synchronization and light ML workload processing to reduce upstream bandwidth

Multi-Site
Deployment
AI/ML
Video Analytics
L3VPN
Network Topology
24/7
Operation
Industry Collaboration

Partnership with Adsist Innovation

This project was developed in collaboration with Adsist Innovation (adsist.net), combining expertise in AI/ML video analytics, content management systems, and enterprise network infrastructure to deliver a comprehensive solution for nationwide fuel station operations.

Technical Architecture & Leadership

Lead Programmer & Infrastructure Architect: Led the complete CMS platform development, designed the camera infrastructure topology, managed media player deployment architecture, and architected the L3VPN network with OSPF multi-site peering for nationwide connectivity. Developed the orchestration layer integrating third-party AI/ML analytics models with the infrastructure.

AI/ML Infrastructure Management: Managed all AI/ML server hardware and infrastructure for the company, including deployment, configuration, and ongoing operations to support third-party analytics model execution.

Video Analytics Infrastructure

  • • Real-time video feed processing orchestration
  • • Integration layer for third-party AI/ML analytics models
  • • Multi-camera IP infrastructure design and deployment
  • • Centralized video management system
  • • Pipeline automation for analytics workflow

Content Management System

  • • Custom CMS platform development and programming
  • • Centralized content distribution architecture
  • • Automated scheduling and delivery system
  • • Multi-site media player management
  • • Real-time content updates and synchronization

Network Infrastructure Design

L3VPN Multi-Site Topology

Designed and implemented L3VPN architecture connecting multiple fuel station sites with secure, isolated network segments for video, management, and content distribution traffic.

OSPF Multi-Site Peering

Configured OSPF routing protocol for dynamic reachability and failover across all sites, ensuring reliable connectivity for real-time video analytics and content delivery.

AI/ML Server Infrastructure

Managed complete AI/ML server hardware infrastructure including deployment, configuration, resource optimization, and ongoing operational management to support third-party analytics model execution and video processing workloads.

Key Features

Integration with third-party AI/ML video analytics engines for intelligent monitoring
Custom-developed CMS platform for centralized content management and distribution
Multi-site digital signage network with outdoor displays
L3VPN network architecture with OSPF multi-site reachability peering
IP camera infrastructure design and deployment across sites
Media player infrastructure with centralized management
Real-time video feed processing orchestration and pipeline management
Automated content scheduling and distribution system
AI/ML server infrastructure deployment and management
Enterprise network topology with site-to-site connectivity
Integrated advertising and promotional content delivery
Centralized monitoring and management dashboard
High-availability design for 24/7 operation

Project Impact & Results

Successfully deployed an enterprise AI-powered video analytics and digital signage platform across a nationwide fuel station network. The system provides real-time video analytics capabilities, centralized content management, and automated media distribution to outdoor displays at multiple locations. Built in collaboration with Adsist Innovation (adsist.net), the solution combines advanced video processing with robust network infrastructure using L3VPN and OSPF for reliable multi-site connectivity.

Technical Highlights

AI/ML
Video Analytics
Multi-Site
L3VPN Network
Custom
CMS Platform

Technology Stack

Video Analytics Platform
AI/ML Server Infrastructure
Content Management System
Digital Signage Network
L3VPN Multi-Site
OSPF Peering
IP Camera Infrastructure
Media Player Management
Real-time Processing
Centralized Distribution

Key Responsibilities

  • CMS platform programming and development
  • Camera infrastructure design and deployment
  • Media player infrastructure architecture
  • L3VPN network topology design
  • OSPF multi-site peering configuration
  • AI/ML server infrastructure management

Need AI/ML Video Analytics Solutions?

Contact us to discuss intelligent video analytics platforms, content management systems, and enterprise network infrastructure for multi-site deployments.

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