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@ramnalm
Data engineer building scalable pipelines and automating cloud infrastructure.
I am a Data Engineer with three years of hands-on experience building scalable data pipelines, automating infrastructure, and optimizing data workflows across cloud platforms. I specialise in designing data models and processing large datasets to deliver reliable analytics-ready data.
At Places For People I engineered GCP Dataflow and Airflow pipelines that improved processing efficiency by 30%, created modular dbt transformations, and developed a Python API to ingest IoT data into BigQuery daily to improve accessibility for analytics teams.
I also manage infrastructure as code with Terraform, build containerised CI/CD pipelines with Docker and Azure DevOps, and have experience processing data with PySpark on Dataproc. My background includes ETL development on AWS (Redshift, S3) and practical experience migrating legacy SSRS/SSIS and Oracle workloads into BigQuery.
I bring a pragmatic, automation-first approach to data engineering, emphasising maintainability, cost-conscious design, and collaboration with stakeholders to deliver production-grade data solutions.
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Work history, roles, and key accomplishments
Places For People
Mar 2023 - Present (2 years 8 months)
Engineered scalable GCP data pipelines and transformations, improving processing efficiency by 30% and delivering daily IoT ingestion into BigQuery to enable analytics-ready data. Implemented Terraform-based IaC and CI/CD pipelines with Docker to streamline deployments and reduce operational overhead.
Accenture & Generation UK
Oct 2022 - Jan 2023 (3 months)
Built ETL pipelines using Python, Pandas and AWS (Redshift, S3, EC2) and developed Dockerized command-line applications, accelerating data processing readiness for analytics teams. Applied CloudFormation for infrastructure provisioning during training engagements.
Bosch
Jan 2021 - Sep 2022 (1 year 8 months)
Provided technical support and collaborated with development teams to resolve bugs and support testing and deployments, maintaining client relationships and ensuring timely issue resolution. Contributed to software delivery quality through hands-on troubleshooting and coordination.
Degrees, certifications, and relevant coursework
Level 4 Certificate, Software Engineering
2023 - 2023
Completed Software Engineering Level 4 program in 2023 focusing on software development fundamentals and engineering practices.
Bootcamp Certificate, Data Engineering
2022 - 2023
Completed a Data Engineering bootcamp covering ETL, cloud data services, and practical pipeline development.
A-Levels, A-Levels
2017 - 2018
Completed A-Levels in Mathematics, English, and IT during 2017–2018.
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