ML Model Engineering Services

WHAT WE DO

Machine Learning Model Services We Offer

End-to-End Development

From designing to training and deploying, we excel in custom ML models development. With a thorough approach at hand, our team ensures every project delivers tangible outcomes.

Optimization and Performance Tuning

To fine-tune ML models for accuracy, speed, and efficiency, we optimize algorithms, hyperparameters, and computational resources. All to meet your requirements to the dot.

Model Deployment

Whether your goal is cloud, on-premise, or edge environment, we have the right skills to deploy your model and achieve seamless integration and real-time inference capabilities.

Machine Learning Model Services We Offer

Model Integration

If you want to achieve intelligent automation and data-driven decision-making, then integrating a model with your existing applications and workflows is a must. We help.

MLOps and Model Lifecycle Management

Besides ML model engineering, we implement robust MLOps pipelines to automate training, monitoring, and retraining. So you can enjoy continuous performance improvements.

Scalable ML Infrastructure Design

For enterprise-grade applications, our team architects scalable, high-performance ML infrastructures with the use of cloud-native and distributed computing solutions.

WHY VELVETECH

Your Partner for Glitch-Free Models

Since machine learning was born, Velvetech has been on the cutting edge of ML development. Thus, it was just a matter of time before model-based systems engineering found its way into our pool of expertise, extending the software development services we provide.

Having delivered numerous projects for clients from a variety of industries, our team deciphers their nuances and knows how to bring maximum value for each. From designing custom machine learning models to leveraging existing ones, we’re the partner to support your development needs.

Cross-Industry Expertise
Client-Focused Approach
Process Transparency
3-Day PoC Delivery
Robust Tech Knowledge

Ride the wave of advanced technology with us!

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case studies

ChatGPT-Based Assistant

Velvetech leverages ChatGPT 4.0 to create an AI-powered search assistant for a finance data provider. With the project delivered over 5 weeks, the client acquires a robust solution that interacts with users and fetches the requested financial and stock market information.

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case studies

Models for Ad Revenue Optimization

We help the client, an online advertising network, enhance campaign management, boost revenue forecasting, and optimize ad performance. Our team uses data modeling and builds algorithms that collect and process data to further provide insights. Equipped with the knowledge, the company can serve its customers better.

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case studies

Predictive Maintenance for Food Production

To eliminate frequent equipment breakdowns that caused delays in client’s core operations in food production, the company decided to deploy the advanced technology. Velvetech helps the client with the development of a predictive maintenance solution based on ML models to deliver the requested project.

case studies

Fraud Detection Tool for a Fintech Startup

The project revolved around effective ML model engineering to help the fintech startup secure its client’s transactions. We design a system that swiftly detects fraudulent activity and ensures nothing falls through the cracks. The company was happy to achieve a 30% reduction in scam activity.

case studies

eCommerce Recommendation Engine

We help the client with model-based system engineering and deliver a personalized recommendation tool for its eCommerce platform. By leveraging MBSE, the company could reduce cart abandonment by 15% and increase conversion rates by 20%, which became possible thanks to effective product suggestions.

Testimonials

What Our Clients Say

We had to have a software development partner, largely because we did not have all the capabilities internally. But as we picked that, we had to have somebody that could work at our pace and our speed. And that is where Velvetech came in. They have been amazing in enhancing our team every step of the way, adding capability. And they really do feel like a part of Insureon.

Ted Devine CEO, Insureon

I would recommend Velvetech services because through the entire process of our project we felt well informed, listened to, and had full confidence in the technical ability of the team. Additionally, we appreciate the responsiveness and value.

Diane Janson Director of IT,
DataGuard USA

I have been working with Velvetech since 2012. I was looking for a local development team able to produce quality financial software products, and I am very glad that I’ve met Velvetech. We have successfully implemented and deployed to production several financial applications. It is a pleasure to work with Veltetech team. I would highly recommend them as a reliable software development partner.

Vlad Karpel Tradespoon

OUR EXPERTISE

Our Technical Background for Your Gain

Cutting-Edge ML Techniques

Our team dives into the latest advancements in machine learning like deep learning, transfer learning, and generative AI to build high-performing and future-proof models.

AI Scalability and Performance

We approach ML model engineering with scalability in mind to ensure optimal performance in high-load environments while handling large datasets and real-time processing.

Domain-Specific ML Applications

We tailor machine learning models to industry-specific needs and we know what it takes to deliver AI-driven solutions for healthcare, finance, manufacturing, and beyond.

Data-Driven AI Strategy

By employing effective models, advanced data engineering, and automated ML techniques, Velvetech’s team transforms raw data into valuable insights for better decision-making.

Ethical & Explainable AI

Through responsible AI practices that ensure transparency, fairness, and interpretability in ML models, we foster trust and regulatory compliance to avoid any ethical issues.

Edge AI & Embedded ML

To enable real-time intelligence in IoT, robotics, or mobile applications, we develop lightweight, efficient AI models optimized for edge devices and embedded systems.

Start with engineering your next ML model

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ML MODELS WE BUILD

Types of Machine Learning Models We Design

Supervised Learning Models

Unsupervised Learning Models

Reinforcement Learning Models

Natural Language Processing Models

Computer Vision Models

Time Series & Forecasting Models

Anomaly Detection Models

Recommendation Systems

Supervised Learning Models

Forecast sales
Predict trends
Analyze risks
Categorize data
Detect fraud and anomaly

Unsupervised Learning Models

Customer segmentation
Targeted marketing
Extract meaningful features from high-dimensional data
Create new data from learned patterns

Reinforcement Learning Models

Optimize processes in robotics, supply chains, and finance
Automate trading, self-driving algorithms, and dynamic pricing
AI-driven simulations and autonomous decision-making

Natural Language Processing Models

Understand customer feedback or detect spam
Automate customer support and data extraction
AI assistants and document summarization

Computer Vision Models

Identify faces, defects, or products
Medical imaging or autonomous vehicles
Extract text from images and scanned documents

Time Series & Forecasting Models

Sales forecasting or demand planning
Financial modeling and stock predictions
Combine statistical and ML-based approaches for improved accuracy

Anomaly Detection Models

Fraud detection, cybersecurity threats
Uncover hidden anomalies in complex datasets
Real-time monitoring of industrial IoT and financial transactions

Recommendation Systems

Customer behavior-based recommendations
AI-driven personalization in eCommerce, media, and education

ML Model Engineering Services