MLOps
What Do We Mean?
MLOps is a set of practices that enables to deploy and maintain ML models functional in production reliably. It combines Machine Learning, DevOps and Data Engineering together. It helps to standardize the processes involved across the lifecycle of the ML systems.
Certified Architects
We ensure quality by testing our knowledge by going through the industry-standard certifications. This helps us evolve as a better team to solve the problems of the current age.
Process-Driven
We adopt standardized processes and frameworks to arrive at the optimum results for your business needs. This ensures transparency and validation.
Assured Value
Delivered projects globally and proven the value we can bring in to the table. It is part of our process to take-up a work only if we believe we can add value to it. We make sure it is always a Win-Win.
SOLUTIONS
Comprehensive MLOps services include
ML/AI Continuous Training
Continuous Training is something unique to ML/AI model development and deployment. It helps businesses to retrain the model automatically and get it ready for serving.
CI/CD Pipeline for ML
You need a robust automated CI/CD system for ML pipelines in production. The automated CI/CD system lets your data science team rapidly explore new ideas around feature engineering, model architecture, and hyperparameters. They can implement these ideas and automatically build, test, and deploy the new pipeline components to the target environment.
BENEFITS
Our services provide a unique range of benefits
Control costs
The resources are provisioned purely based on the data we capture from the current environment and following Google Cloud’s best practices. You start to save money from day 1 after the migration.
Trusted advisor
Through regular account management meetings, we will be able to oversee your overall roadmap and become your trusted advisor. We are your extended team!
Economy of scale
As your business grows, its support structure needs to grow, too. When you use our services you can scale your business up or down with nothing more than a simple discussion.
Increased efficiency
You’ll have your cloud needs outsourced to a team of cloud experts, and during times where you need additional support, we can extend your team’s strength to accomplish.
Tools and Frameworks
We love open-source tools and frameworks. We come with the expertise of using a wide array of proven tools and we know the art of leveraging the right ones for you.