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Startups
SMBs
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Digital Sovereignty
Ensure data control, residency, and compliance across global AWS regions.

Data and Analytics
Unlock insights with scalable data lakes, warehouses, and dashboards.

Well-Architected Framework
Optimize cloud infrastructure seamlessly with AWS’s five-pillar framework.

Security & Compliance
Protect workloads with identity, encryption, and AWS-native threat detection.

Generative AI
Create smarter apps with content-generating models via Amazon Bedrock.

Migration and Modernization
Seamlessly move and efficiently transform legacy systems to cloud-native.

Machine Learning
Build and deploy intelligent models using AWS SageMaker and AI services.

Cost Optimization
Cut cloud spend with forecasting, savings plans, and usage audits.

Conversational AI
Power intelligent chatbots and voice apps with Amazon Lex and Polly.
About Us
Blog

Home
Startups
SMBs
Services

Digital Sovereignty
Ensure data control, residency, and compliance across global AWS regions.

Data and Analytics
Unlock insights with scalable data lakes, warehouses, and dashboards.

Well-Architected Framework
Optimize cloud infrastructure seamlessly with AWS’s five-pillar framework.

Security & Compliance
Protect workloads with identity, encryption, and AWS-native threat detection.

Generative AI
Create smarter apps with content-generating models via Amazon Bedrock.

Migration and Modernization
Seamlessly move and efficiently transform legacy systems to cloud-native.

Machine Learning
Build and deploy intelligent models using AWS SageMaker and AI services.

Cost Optimization
Cut cloud spend with forecasting, savings plans, and usage audits.

Conversational AI
Power intelligent chatbots and voice apps with Amazon Lex and Polly.
About Us
Blog

Home
Startups
SMBs
Services

Digital Sovereignty
Ensure data control, residency, and compliance across global AWS regions.

Data and Analytics
Unlock insights with scalable data lakes, warehouses, and dashboards.

Machine Learning
Build and deploy intelligent models using AWS SageMaker and AI services.

Security & Compliance
Protect workloads with identity, encryption, and AWS-native threat detection.

Generative AI
Create smarter apps with content-generating models via Amazon Bedrock.

Conversational AI
Power chatbots and voice apps with Amazon Lex and Polly.

Well-Architected Framework
Optimize infrastructure with AWS’s five-pillar framework

Migration and Modernization
Seamlessly move and transform legacy systems to cloud-native.

Cost Optimization
Cut cloud spend with forecasting, savings plans, and usage audits.

Data and Analytics
Cost Optimization is the process of reducing expenses while maximizing
Blogs
About Us

Home
Startups
SMBs
Services

Digital Sovereignty
Ensure data control, residency, and compliance across global AWS regions.

Data and Analytics
Unlock insights with scalable data lakes, warehouses, and dashboards.

Machine Learning
Build and deploy intelligent models using AWS SageMaker and AI services.

Security & Compliance
Protect workloads with identity, encryption, and AWS-native threat detection.

Generative AI
Create smarter apps with content-generating models via Amazon Bedrock.

Conversational AI
Power chatbots and voice apps with Amazon Lex and Polly.

Well-Architected Framework
Optimize infrastructure with AWS’s five-pillar framework

Migration and Modernization
Seamlessly move and transform legacy systems to cloud-native.

Cost Optimization
Cut cloud spend with forecasting, savings plans, and usage audits.

Data and Analytics
Cost Optimization is the process of reducing expenses while maximizing
Blogs
About Us

Machine Learning

Machine Learning

Build Smarter Systems with Scalable Machine Learning

Let��s Make Your Data Safe

What’s Included in Machine Learning Services

AWS support for startups and SMBs : cloudperx

Model Selection & Training

Choose and train the right ML model for your specific use case.

MLOps & Automation & Scalability

Automate the entire ML lifecycle for faster, reliable delivery.

Business Integration & Insights

Align ML outcomes with business goals and generate insights from predictions.

Data Preparation & Feature Engineering

We clean, transform, and structure data to boost accuracy and readiness.

Model Deployment & Monitoring

Deploy models at scale and monitor them in real-time to ensure stable results.

Security & Compliance Integration

Protect sensitive data and ensure your ML workflows meet regulatory standards.

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Priya Malhotra

“CloudPerx helped us validate our MVP on AWS in record time. The Free POC gave us the confidence to scale, and their advice saved us thousands in early infrastructure costs.”

Neha Kapoor

“The CloudPerx POC helped us uncover performance issues in our legacy app and transition to the cloud without disruption. Their expertise was a game
changer.”

James R.

“As a non-technical founder, AWS was intimidating. But the CloudPerx team made it easy. The free proof of concept turned our idea into a live demo in under two weeks!”

Smarter Models. Lower Costs. Faster Outcomes.

Why CloudPerx for Machine Learning?

We specialize in AWS tools like SageMaker, Bedrock, and Lambda for secure, scalable ML. Our team builds cloud-native pipelines optimized for speed and flexibility. You get deep technical experience backed by real AWS best practices.

We use spot instances, serverless inference, and auto-scaling to cut unnecessary costs. Every model is architected for maximum ROI with minimal waste. Our solutions follow AWS Cost Optimization Pillar guidelines by design.

Security is built in at every layer using IAM, VPC, KMS, and audit logging. We align your workloads with AWS Well-Architected security standards. Ideal for industries with strict data protection and compliance needs.

We manage the full ML lifecycle—from data prep to production monitoring. Automation and best practices reduce your time-to-market. You get a future-proof ML system without the management overhead.

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Your Machine Learning Questions, Answered

What is Machine Learning and how does it help my business?

Machine Learning uses algorithms to identify patterns in your data and make predictions or decisions without hardcoded rules. It helps automate tasks, improve accuracy, and unlock data-driven insights that drive smarter business outcomes.

Which AWS services do you use for ML projects?

We primarily use Amazon SageMaker for model development and deployment, AWS Lambda for serverless integration, and Amazon Bedrock for working with foundation models. All services are selected to match your scalability, cost, and performance needs.

Is Machine Learning expensive to run on AWS?

Not with us. We follow AWS cost optimization practices—like using spot instances for training, serverless endpoints for deployment, and AutoML to reduce manual tuning. You only pay for what you use.

How long does it take to get an ML solution live?

Depending on your use case, MVPs can be launched in a few weeks. We use automated pipelines and prebuilt AWS services to accelerate delivery while maintaining quality and compliance.