I build scalable data pipelines on AWS — from real-time CDC ingestion with Kafka to clean, tested, production-grade data in Snowflake and Redshift.
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My journey from Data Analyst to Senior Data Engineer at Ganit, and the tools I use every day.
Open-source frameworks and real-world builds — including Euclidean and the DAO library.
AWS and HashiCorp certifications I've earned, all verified on Credly.
Writeups on data engineering, AWS, pipeline design, and lessons from production.
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