OFFERINGS: Data Analytics

Extracting actionable insights from large datasets to inform decision-making, optimize processes, and drive business growth

OFFERINGS: Modern Applications

  • Full stack application development using modern, agile development methods
  • Reliable, rapid, secure and scalable solutions

DATA FLOW

Develop data processing pipelines using PySpark within Amazon EMR clusters, supporting both batch and streaming processing.

DATA LAKE

Design a data lake architecture using AWS services like Glue, S3, and Lake Formation for scalable and cost-effective storage and processing.

DATA QUALITY & STEWARDSHIP

Implement data quality checks using Glue DataBrew or custom frameworks to ensure data completeness , accuracy and consistency.

DISCOVERY & GOVERNANCE

Implement AWS Glue for metadata management, enabling automatic extraction and organization of metadata from various data source.

Autumn Leaf - Cloud Offerings - Modern Applications

RELEASE & VERSIONING

Utilize source control (e.g., Git, Bitbucket) to manage code versions and releases of data pipelines and analytics scripts.

DATA MINING & REPORTING

Utilize Amazon Redshift for OLAP-based data marts and data warehousing, providing fast query performance for analytics and reporting.

SECURITY

AWS Cognito, Google Auth and JWT Javascript Web Tokens, SAML, LDAP.

AI / ML

Leveraging Jupyter notebooks on Amazon EMR for exploratory data analysis (EDA) and model prototyping, integrating with Glue for data preparation tasks.

Autumn Leaf - Cloud Offerings - Modern Applications

DEVOPS

Full release and versioning with source control, containers and documentation of the environment setup including Business As Usual steps to maintain environment.

CONTAINERS

Full container support including container orchestration with ECS, Kubernetes and AWS Fargate.

MICROSERVICES

Full microservices solutions using the Serverless Framework and technologies such as AWS Lambda, API Gateway, Step Functions, AWS AppSync.

GRAPHIC DESIGN

Autumn Leaf are not graphic designers. We use contractors or in-house staff for design. We’ll take a designers styling and apply it to a framework.

FRONTEND

Frontend development using React and React Native. Rapid development using AWS Amplify.

BACKEND

Web Application Framework Express.js implementing Node.js. Any NoSQL or SQL databases. Python and JavaScript. Use of broad range of db’s, including DynamoDB, Aurora, Neptune.

SECURITY

AWS Cognito, Google Auth and JWT Javascript Web Tokens, SAML, LDAP.

MONITORING

Test and behaviour driven development principles, practices and tools. AWS CloudWatch Synthetic monitoring as well as X-Ray.