NexPred Solutions

BACKGROUND

Please describe your company and position.

 I am the CTO of an other industry company 

Describe what your company does in a single sentence.

We designs and deliver innovative AI-driven solutions that empower human experience.

OPPORTUNITY / CHALLENGE

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

• - Enable training, fine tuning, optimization, and deployment of bilingual and multilingual NMT, ASR, and TTS models.
• - Build a user interface (UI) to manage training, conversion, optimization, and evaluation of all models within a single environment.
• - Conduct performance testing and documentation, including BLEU scoring, delay profiling, and user training sessions.
• - Develop a unified end to end speech and translation model lifecycle pipeline using NVIDIA Riva and NVIDIA NeMo frameworks.
• - Convert all NeMo trained models into Riva compatible (.riva -> .rmir) formats for real time deployment.
• - Optimize models for edge devices such as the NVIDIA Jetson Orin Nano, ensuring high speed inference and minimal latency.

SOLUTION

How did you find Nexpred Solutions?

Other

Why did you select Nexpred Solutions over others?

High ratings

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

2-5 Employees

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

The scope of work encompassed the design, development, and deployment of a comprehensive AI processing pipeline, focusing on fine-tuning and training models for optimal performance. Key deliverables included:
 • Creation and optimization of training datasets.
 • Development of a robust training pipeline using industry-standard tools and frameworks.
 • Implementation of fine-tuning procedures to adapt pre-trained models to specific use cases.
 • Codebase organization and documentation for maintainability and scalability.
 • Integration of cross-disciplinary skills, including UI components, to facilitate usability.

This work ensured competent handling of AI model training tools and contributed significantly to advancing the project.

RESULTS & FEEDBACK

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

- Successful conversion and deployment of multiple NMT, ASR, and TTS models from NeMo to Riva.

- Achieved real time inference with translation latency below 4 seconds.

- BLEU score validation confirming translation quality across language pairs.

- Demonstrated optimized GPU and memory utilization on Jetson devices (including ZRAM configuration and batching improvements).

- Delivered a functional, documented UI enabling non-technical users to configure, train, and deploy models.

- Conducted live training sessions and finalized on premise deployment with all documentation and GitLab delivery.

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

The team demonstrated effective project management throughout the engagement. They consistently delivered key items on schedule, adhering to agreed timelines without major delays. Their communication was responsive and they were adaptive to the evolving project needs, showing flexibility in addressing requests and feedback. Overall, their organized approach and proactive coordination contributed to a smooth and efficient project delivery.

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?

The adaptability to a project that experienced several changes/re-schedules during its course.

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

The team can improve in the delivery phase. Delivery should be spontaneous and include all relevant materials such as documents, code, and any accounts developed as part of the work. Ensuring a comprehensive and proactive handover will enhance project completeness and client satisfaction.

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.