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Welcome to Silicon Overdrive!

MLOps

Machine Learning Operations

Our MLOps team specializes in assisting customers with data analytics and machine learning workloads. The MLOps team holds AWS certifications in Solutions Architecture Professional, Data Analytics Specialty, and Machine Learning Specialty.

We follow MLOps principles, and AWS Well-Architected Framework best practices and have assisted our customers with AWS PoC and Migration workloads from on-premises and cloud environments. Our customers range from Startups, SMB and Enterprise.

Core Services

MLOps Consulting Services

Data Analytics, Big Data & AI/ML Workloads

Security & Compliance Workloads

AWS PoC/Migration Workloads

AWS Reference Architectures

MLOps Lifecycle Workloads

Shared Responsibility

The below is a breakdown of the responsibilities of the MLOps team and the Customers team:

Tech Stack

AWS Cloud

Glue, EMR, Lambda, Step Functions, SageMaker, ECS, EKS, S3, Snowball, Redshift, RDS, DMS, OpenSearch, QuickSight, CodeCommit, CodeBuild, CodePipeline etc.

SaaS

Snowflake, and Databricks as alternative Data Warehouse services forming part of your AWS workloads.

IaC

Terraform to create deployable services as part of your AWS workloads (i.e., HCL, Terraform CDK-TF, Python and Golang.)

Data Lakes

Delta Lake, Apache Hudi, and Apache Iceberg for storing and processing large volumes of data as part of your AWS Lakehouse architecture.

ETL/ELT

Apache Airflow and Fivetran as alternatives to AWS Glue for your ETL workflows as part of your AWS workloads.

Hugging Face

Deploying and running Hugging Face models as part of AWS ML workloads.

Process

Technical Discovery Session

Scope Assessment

Determine the appropriate workload type:

Scope of work:

Quote/Proposal

Why Silicon Overdrive?

Founded in 1995, Silicon Overdrive has over 25 years of experience as a leading IT Managed Services business.

Silicon Overdrive has significant experience and expertise in helping customers migrate, secure, optimize, and manage their AWS infrastructure, as well as achieve and maintain security and compliance, including POPIA, GDPR, PCI DSS, ISO 27001, and HIPAA.

We have been awarded AWS System Integrator Partner of the Year Sub-Saharan Africa 2023, AWS Public Sector Partner of the Year Sub-Saharan Africa 2021, and AWS Consulting Partner of the Year Sub-Saharan Africa 2020.

We are an AWS Advanced Consulting Partner, AWS Education Services Competency, AWS Migration Competency Partner, AWS DevOps Competency Partner, AWS Solution Provider Partner, AWS Immersion Day Partner, and AWS Public Sector Partner.

We are also an AWS Well-Architected Partner and an Amazon Elastic Compute Cloud (Amazon EC2) for Microsoft Windows Service Delivery Partner.

Our AWS team has 100+ AWS certifications including, AWS Solutions Architect Associate, AWS SysOps Administrator Associate, AWS Developer Associate, AWS DevOps Engineer Professional, AWS Solutions Architect Professional, AWS Security Specialty, AWS Machine Learning Specialty, AWS Database Specialty, AWS Data Analytics Specialty, and AWS Advanced Networking Specialty certifications.

Silicon Overdrive 100 Certifications Distinction Badge
AWS MAP Badge
Silicon Overdrive 100 Certifications Distinction Badge

Get Started

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We use cookies to track visitors, measure ads, ad campaign effectiveness and analyze site traffic. We may also share information about your use of our site with 3rd parties. For more info, see, our Cookies Policy, our Privacy Notice. By clicking “Accept All” you agree to the storing of all cookies on your device. In case you don’t choose one of these options and use our website, we will treat it as if you have accepted all cookies.