NMDSdevopsServiceAdm/DataEngineering
Jul 2025 – Oct 2025
4 Months active
Languages Used
DockerfileHCLJSONMarkdownPythonSQLShellTerraform
Technical Skills
API DevelopmentAPI IntegrationAPI Integration TestingAPI TestingAWSAWS ECR
Micah Dougall
PROFILE
Micah Dougall
Micah Dougall engineered robust data pipelines and orchestration workflows for the NMDSdevopsServiceAdm/DataEngineering repository, focusing on AWS Glue, Step Functions, and Terraform to streamline ingestion, validation, and deployment. He refactored core APIs and consolidated delta pipelines, introducing dynamic orchestration and improved error handling to enhance reliability and maintainability. Using Python and Docker, Micah modernized CI/CD processes, stabilized test environments, and aligned infrastructure with evolving AWS standards. His work addressed environment compatibility, dependency management, and security, while optimizing resource usage and deployment workflows. The depth of his contributions is reflected in the breadth of features delivered and the resilience of the platform.
Overall Statistics
Feature vs Bugs
68%Features
Repository Contributions
230Total
Bugs
37
Commits
230
Features
78
Lines of code
18,200
Activity Months4
Your Network
33 people
Work History
October 2025
9 Commits • 4 Features
Oct 1, 2025October 2025: Delivered stability-focused enhancements to data pipelines, optimized CI/CD for main branch, resolved a critical job import issue, and standardized infrastructure naming for easier maintenance. This work increases pipeline reliability, reduces mainline risk, and improves deployment security and scalability.
9 Commits • 4 Features
Oct 1, 2025October 2025: Delivered stability-focused enhancements to data pipelines, optimized CI/CD for main branch, resolved a critical job import issue, and standardized infrastructure naming for easier maintenance. This work increases pipeline reliability, reduces mainline risk, and improves deployment security and scalability.
October 2025
September 2025
120 Commits • 35 Features
Sep 1, 2025September 2025 monthly summary for NMDSdevopsServiceAdm/DataEngineering focusing on delivering environment compatibility upgrades, stabilizing test ecosystems, and strengthening platform governance across Spark, PyDeeQu, PySpark, and Glue 5, while advancing data validation and deployment pipelines.
September 2025
120 Commits • 35 Features
Sep 1, 2025September 2025 monthly summary for NMDSdevopsServiceAdm/DataEngineering focusing on delivering environment compatibility upgrades, stabilizing test ecosystems, and strengthening platform governance across Spark, PyDeeQu, PySpark, and Glue 5, while advancing data validation and deployment pipelines.
August 2025
29 Commits • 15 Features
Aug 1, 2025August 2025: Focused on increasing data reliability, API resilience, and CI/CD modernization for NMDSdevopsServiceAdm/DataEngineering. Delivered data organization improvements to support crawler compatibility, hardened the CQC API integration with error handling and retry logic, expanded testing and linting for Glue/StepFunction workflows, and advanced CI/CD to align Python and CircleCI environments. Added downstream integration for Master Ingest with supporting changelog/documentation.
29 Commits • 15 Features
Aug 1, 2025August 2025: Focused on increasing data reliability, API resilience, and CI/CD modernization for NMDSdevopsServiceAdm/DataEngineering. Delivered data organization improvements to support crawler compatibility, hardened the CQC API integration with error handling and retry logic, expanded testing and linting for Glue/StepFunction workflows, and advanced CI/CD to align Python and CircleCI environments. Added downstream integration for Master Ingest with supporting changelog/documentation.
August 2025
July 2025
72 Commits • 24 Features
Jul 1, 2025July 2025 highlights for NMDSdevopsServiceAdm/DataEngineering: Key features delivered include an MVP refactor of the CQC Changes API to utilize the Changes API with an interim StepFunction for delta ingest, plus fixes to StepFunction syntax, relocation of Glue IAM policy to the StepFunctions role, and new IAM permissions enabling Glue job runs. Delta pipeline orchestration was consolidated into a single StepFunction with JSONPath support, validation for bronze state reconciliation, and updated testing to cover providers delta and optional milliseconds. The delta pipeline configuration was expanded (scheduling, crawlers, and notifications) and a separate delta dataset for reconciliation was introduced with appropriate permissions to prevent data overwrites. Location data handling was enhanced with delta downloads in parallel, an expanded validation stage, and improved testing scaffolding. Additional pipeline improvements include introducing a new ASC-WDS StepFunction, tidy StepFunctions and Lambda parameter updates, and Terraform enhancements using native string params. Comprehensive testing, linting, and code quality work, along with improved logging and testing structure, increased resilience and maintainability.
July 2025
72 Commits • 24 Features
Jul 1, 2025July 2025 highlights for NMDSdevopsServiceAdm/DataEngineering: Key features delivered include an MVP refactor of the CQC Changes API to utilize the Changes API with an interim StepFunction for delta ingest, plus fixes to StepFunction syntax, relocation of Glue IAM policy to the StepFunctions role, and new IAM permissions enabling Glue job runs. Delta pipeline orchestration was consolidated into a single StepFunction with JSONPath support, validation for bronze state reconciliation, and updated testing to cover providers delta and optional milliseconds. The delta pipeline configuration was expanded (scheduling, crawlers, and notifications) and a separate delta dataset for reconciliation was introduced with appropriate permissions to prevent data overwrites. Location data handling was enhanced with delta downloads in parallel, an expanded validation stage, and improved testing scaffolding. Additional pipeline improvements include introducing a new ASC-WDS StepFunction, tidy StepFunctions and Lambda parameter updates, and Terraform enhancements using native string params. Comprehensive testing, linting, and code quality work, along with improved logging and testing structure, increased resilience and maintainability.
Activity
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Quality Metrics
Correctness86.4%
Maintainability87.8%
Architecture82.4%
Performance77.6%
AI Usage20.2%
Skills & Technologies
Programming Languages
DockerfileHCLJSONMarkdownPythonSQLShellTerraformTypeScriptYAML
Technical Skills
API DevelopmentAPI IntegrationAPI Integration TestingAPI TestingAWSAWS ECRAWS ECSAWS GlueAWS IAMAWS LambdaAWS S3AWS SNSAWS Step FunctionsArgparseArgument Parsing
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline