Nexpred Solutions

BACKGROUND

Please describe your company and position.

I am the Founder of AI Stamp ID

Describe what your company does in a single sentence.

We are bring AL/ML digital technologies to Philatelists improving stamp identification and technical details.  

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Nexpred Solutions to accomplish?

• Stamp detection: Use modern object detection (e.g., YOLOv8/YOLOv9) to locate stamps within high-resolution images.
• Perforation analysis: Apply edge detection (e.g., Canny in OpenCV) to detect, count, and flag damaged or irregular perforations on each edge.
• Geometric measurement: Measure margins, centering of the design within perforations, and rotation angle relative to the perforation frame.
• Output & reporting: Generate a tabular report with counts, distances, centering %, and rotation, plus annotated images.
• Data management: Store uploaded stamp images and corresponding analysis results in a database for review.

SOLUTION

How did you find Nexpred Solutions?

Online Search

Why did you select Nexpred Solutions over others?

• High ratings
• Pricing fit our budget

How many teammates from Nexpred Solutions were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Project Details

The team managed the full software development lifecycle from the AI/ML architecture, front-end design, to the AWS backend integration and deployment. They effectively used Trello for project management, keeping progress transparent and milestones on track. Their understanding of AWS development and service (EC2, S3, IAM, ELB) usage are particularly strong, which ensured a scalable and secure implementation.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

The team successfully delivered a functional, cloud-deployed product that meets my feature, timing, and budget expectations. Their mix of professionalism, affordability, and capability makes them a top choice for any startup or business looking to build AI-driven software products.

• Strong technical depth and well-structured development process
• Excellent use of collaboration tools for tracking progress and communication
• Timely and responsive support throughout the build
• Highly affordable pricing for the level of quality delivered
• A collaborative mindset — they worked with me rather than just for me
  
  

Describe their project management. Did they deliver items on time? How did they respond to your needs?

The team managed the full software development lifecycle from the AI/ML architecture, front-end design, to the AWS backend integration and deployment. They effectively used Trello for project management, keeping progress transparent and milestones on track.

What was your primary form of communication with Nexpred Solutions?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

NexPred Solution has been an outstanding partner in developing the AI Stamp ID SaaS product. From the start, I was impressed by their technical knowledge, responsiveness, and collaborative approach. They’ve delivered high-quality results at an affordable price point — exceeding my expectations for both speed and professionalism.

Are there any areas for improvement or something Nexpred Solutions could have done differently?

Nothing at this time.