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amandeepde/README.md

Hi, I'm Amandeep 👋

Senior Data Engineer | 20+ years modernising ETL pipelines across UK public sector, banking, insurance, defence/police & telecoms | Transitioning to AWS Cloud Data Engineering ⚽

With over 20 years of hands-on experience designing, building, and migrating complex ETL solutions, I specialise in legacy system modernisation — most recently leading SAS 9.4 to SAS Viya projects in government environments.

I am now focused on translating my deep ETL expertise into modern cloud-native data engineering on AWS.

Experience & Strengths

  • Legacy Modernisation: Large-scale batch ETL processes using SAS Data Integration Studio, Base SAS, and related tools
  • Regulated & Secure Environments: Extensive work in SC-cleared public sector and defense projects
  • Industry Background: UK Public Sector, Banking, Insurance, Defence/Police, and Telecommunications
  • Core Expertise: ETL design, data quality, performance tuning, data modelling, and enterprise data warehousing

Current Focus – Building on AWS

Strengthening skills in:

  • AWS Services: Glue, S3, Step Functions, Lambda, Redshift, Athena
  • Languages & Tools: PySpark, Python (Pandas), SQL, orchestration with MWAA (Airflow)
  • Practices: Data pipelines, quality frameworks, governance, and cost optimisation

Currently developing end-to-end AWS ETL pipelines using football datasets (Arsenal FC performance, Champions League, etc.) to apply modern cloud patterns in practice.


⚽ Passionate about Arsenal and football analytics.

📧 amandeepukde@gmail.com

Open to AWS Data Engineer, Cloud ETL, and Data Migration opportunities in London and the UK.

Popular repositories Loading

  1. amandeepde amandeepde Public

    My GitHub profile

  2. arsenal-fc-aws-etl-pipeline arsenal-fc-aws-etl-pipeline Public

    End-to-end AWS ETL pipeline for Arsenal FC match and performance data — SAS legacy modernisation example