Data Engineer
From Raw Data to AI-Ready Infrastructure
About
I’m a Data Engineering Lead helping companies build scalable data platforms for analytics and machine learning. With a strong delivery mindset, I lead data initiatives end to end, focusing on reliable architectures, fast execution, and cost-efficient systems.
5+ Years
Data Engineering
400+ Pipelines
Built & Deployed
60% Cost Reduction
Platform Optimization
Technical Stack
Data Engineering & Processing
- Python
- Apache Spark
- Apache Airflow
- Apache Kafka
Cloud & Infrastructure
- AWS
- Google Cloud
- Snowflake
- Terraform
DevOps & Analytics
- Docker
- Kubernetes
- dbt
- Tableau
Blog
Why Your First Data Engineer Shouldn’t Be a Full-Time Hire
Leading MLOps Implementation: A Data Engineering Manager’s Quarterly Strategy
How to Simplify Data Pipeline Deployment with CI/CD in Data Engineering
The Key to Providing Business Value Through DataOps
The Biggest Mistake I Made as a Data Engineer
Bulk Jobs vs. Delta Jobs in Data Engineering: Choosing the Right Approach
How to Easily Extract Salesforce Data Using PySpark in Python
Metrics for Data Engineering: Why, How, and Which Metrics to Track
Enhancing Code Reusability with Python Packages in AWS Glue
How to Configure the GlueJobOperator in Apache Airflow
Reviews
"Aline was amazing to work with! She was able to jump right in and find the problem and resolve it fast and efficiently! Amazing Job! Thank you!"
Denis D.
CRO, Granularity
"I hired Aline for a data project (data engineering and modeling, pipeline architecture, and dashboards in Looker, BigQuery, Airflow, etc.) for one of the largest retailers in the world. She made a real difference to the project - not only through her hands-on technical work, but also through strong planning and product management skills, as well as direct, effective communication with the client. I fully recommend her and would hire her again anytime."
Georg B.
CTO, Buildaz
Connect
Looking for better data strategy or architecture? Let's connect and discuss how we can transform your data infrastructure.
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