Build enterprise-grade ML apps with our AWS ML expertise

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Softweb Solutions can help from strategizing ML implementation to developing ML models using different AWS machine learning tools to integrate into business systems. Our value-driven ML solutions use features such as computer vision, video analytics, speech recognition and language analysis to predict, build and deploy ML apps.

  • Design custom ML architecture as per your business use case
  • Integrate your current business systems
  • Build recurring training pipelines with various APIs
  • Monitor and improve your ML models for seamless operations
  • Provide ongoing support and maintenance for ML solutions

Our AWS machine learning services

Consulting and strategy

Consulting and strategizing

We perform an in-depth analysis of your data workflows, model architecture, and deployment environments. This enables us to design optimized ML pipelines and deliver production-ready models aligned with your business KPIs.

ML Model Development

ML model development

ML models require regular updates to adapt to shifts in data quality, feature drift, or evolving business needs. Our machine learning development services’ continuous monitoring and adaptive strategies enhance your ML model’s accuracy and reliability.

ML Modernization

ML modernization

Our ML experts accelerate your ML initiatives by leveraging the capabilities of AWS MLOps. We enhance model efficiency by integrating advanced monitoring tools, automating workflows, and optimizing algorithms for peak performance.

Model-driven app development

ML model management

ML models require regular updates to adapt to shifts in data quality, feature drift, or evolving business needs. Our machine learning development services’ continuous monitoring and adaptive strategies enhance your ML model’s accuracy and reliability.

AWS machine learning tools we use

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  • Amazon SageMaker AI

    Build, train, and deploy ML models at scale.

  • AWS Deep Learning AMIs

    Preconfigured environments for ML and AI workloads.

  • AWS Deep Learning Containers

    Optimized Docker images for deep learning frameworks.

  • Hugging Face on Amazon SageMaker

    Train and deploy NLP models effortlessly.

  • TensorFlow on AWS

    Scalable AI model training and deployment in the cloud.

  • PyTorch on AWS

    Flexible deep learning framework with cloud scalability.

  • Apache MXNet on AWS

    High-performance deep learning with dynamic computation.

  • Jupyter on AWS

    Interactive notebooks for machine learning and data science.

Benefits of AWS machine learning services

Flexible tool options

Access versatile ML tools tailored to your team’s needs.

Scalable infrastructure

Benefit from cost-effective, scalable infrastructure for your ML models.

Streamlined workflows

Achieve consistency with automated and standardized ML workflows.

Enhanced accuracy

Leverage human-in-the-loop features to refine model accuracy.

Comprehensive support

Receive end-to-end assistance to streamline your ML development.

Efficient data handling

Quickly prepare and process data for faster, actionable insights.

Ready to hire our certified AWS consultants?

Our AWS-certified machine learning experts are here to boost your ROI through ML pipelines. From creating tailored ML models to refining data workflows, our Amazon machine learning services provide solutions that scale with your business. Let’s unlock the full potential of machine learning together.

Connect with our ML experts

Success Story

Ensure efficient packaging with Amazon SageMaker for pharma company

Industry

Pharmaceutical

Technologies

Amazon SageMaker, Amazon Rekognition, AWS Lambda

Challenges

  • Time-consuming manual drug discovery processes
  • Lack of predictive insights for drug efficacy and safety
  • Meeting strict compliance requirements

Business impact

  • Reduced time-to-market for drug development
  • Utilized AWS SageMaker’s algorithms to predict drug efficacy
  • Incorporated AWS security tools to ensure compliance

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Latest AWS Machine Learning Insights

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Ready to get high-performance, low-cost ML workflows?

Leverage our expert AWS machine learning services to streamline your operations, drive business insights, and accelerate growth.

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