Looking for full-stack (or frontend and backend) developers with AWS experience
Ariel Applbaum
Forsight
United States
Challenge
Forsight, a Bay Area startup, needed to scale their video analytics platform for construction site safety monitoring. They had built the first version of their product but required additional developers to handle the complex backend infrastructure for processing large amounts of video data and continue frontend dashboard development.
Key challenges included:
• Processing and analyzing massive amounts of video footage from construction sites in real-time
• Building robust backend infrastructure for video analytics and hazard detection
• Scaling the existing dashboard frontend for better user experience
• Managing AWS infrastructure for video processing and storage
• Implementing real-time safety and security hazard detection algorithms
• Ensuring system reliability for critical safety monitoring applications
Key challenges included:
• Processing and analyzing massive amounts of video footage from construction sites in real-time
• Building robust backend infrastructure for video analytics and hazard detection
• Scaling the existing dashboard frontend for better user experience
• Managing AWS infrastructure for video processing and storage
• Implementing real-time safety and security hazard detection algorithms
• Ensuring system reliability for critical safety monitoring applications
Solution
I provided comprehensive full-stack development support for their video analytics platform:
Backend Development:
• Built robust backend infrastructure for processing large video datasets
• Implemented AWS-based solutions for video storage and processing
• Developed scalable architecture for real-time video analytics
• Created efficient data processing pipelines for hazard detection
Frontend Enhancement:
• Continued development of the existing dashboard frontend
• Improved user interface for construction site monitoring
• Implemented real-time data visualization for safety metrics
• Enhanced user experience for site managers and safety personnel
Technical Implementation:
• Utilized AWS services for scalable video processing
• Implemented real-time analytics for safety and security detection
• Created efficient data pipelines for large-scale video ingestion
• Ensured system reliability for critical safety applications
Backend Development:
• Built robust backend infrastructure for processing large video datasets
• Implemented AWS-based solutions for video storage and processing
• Developed scalable architecture for real-time video analytics
• Created efficient data processing pipelines for hazard detection
Frontend Enhancement:
• Continued development of the existing dashboard frontend
• Improved user interface for construction site monitoring
• Implemented real-time data visualization for safety metrics
• Enhanced user experience for site managers and safety personnel
Technical Implementation:
• Utilized AWS services for scalable video processing
• Implemented real-time analytics for safety and security detection
• Created efficient data pipelines for large-scale video ingestion
• Ensured system reliability for critical safety applications
Results
The video analytics platform development delivered significant value for construction safety:
Technical Achievements:
• Scalable backend infrastructure for processing large video datasets
• Real-time hazard detection system for construction site safety
• Enhanced dashboard frontend with improved user experience
• AWS-optimized architecture for reliable video processing
Business Impact:
• Client rated the work 4.7/5 stars for quality and delivery
• Strong foundation for construction site safety monitoring
• Scalable platform ready for expansion to multiple construction sites
• Enhanced safety capabilities for construction industry
Technical Achievements:
• Scalable backend infrastructure for processing large video datasets
• Real-time hazard detection system for construction site safety
• Enhanced dashboard frontend with improved user experience
• AWS-optimized architecture for reliable video processing
Business Impact:
• Client rated the work 4.7/5 stars for quality and delivery
• Strong foundation for construction site safety monitoring
• Scalable platform ready for expansion to multiple construction sites
• Enhanced safety capabilities for construction industry
Technologies Used
AWSVideo AnalyticsReal-time ProcessingBackend DevelopmentFrontend DevelopmentDashboardConstruction TechnologySafety MonitoringData ProcessingScalable Architecture
⭐Client Rating
⭐⭐⭐⭐⭐
4.7/5
A
Ariel Applbaum
Forsight
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