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Saizul Amin

Tag

Data Engineering

Guides, tutorials and insights about Data Engineering — written from hands-on experience.

📝 8 articles
Data Engineering
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Data Engineering articles.

Software 29 Jun 2026Zero-Copy Data Pipelines with Apache Arrow and Polars in Python (2026 Production Guide)Moving Beyond Pandas Memory Bottlenecks Traditional Pandas scripts copy entire data frames in memory during transformations, requiring 5x–10x more RAM than the…Read article Python 4 May 2026High-Throughput Web Scraping Engine with Scrapy, Playwright, and Proxy Rotators in PythonIn the evolving landscape of enterprise technology, automation and artificial intelligence have transitioned from experimental tools into critical infrastructure. Scaling high-throughput data…Read article Python 25 Mar 2026Zero-Copy Data Processing in Python: PyArrow vs Polars Production BenchmarkIn the evolving landscape of enterprise technology, automation and artificial intelligence have transitioned from experimental tools into critical infrastructure. Scaling high-throughput data…Read article Technology 19 Mar 2026Building Scalable Feature Stores for Real-Time Machine Learning with Feast and RedisIn the evolving landscape of enterprise technology, automation and artificial intelligence have transitioned from experimental tools into critical infrastructure. Scaling high-throughput data…Read article Python 30 Jan 2026Building Lightning-Fast Microservices with Python and DuckDB for Embedded AnalyticsIn the evolving landscape of enterprise technology, automation and artificial intelligence have transitioned from experimental tools into critical infrastructure. Scaling high-throughput data…Read article Python 4 Jan 2026High-Performance Geospatial Data Pipelines with Python, GeoPandas, and DuckDB SpatialIn the evolving landscape of enterprise technology, automation and artificial intelligence have transitioned from experimental tools into critical infrastructure. Scaling high-throughput data…Read article Technology 9 Dec 2025Deploying Apache Airflow on Kubernetes with CeleryExecutor and PostgreSQLIn the evolving landscape of enterprise technology, automation and artificial intelligence have transitioned from experimental tools into critical infrastructure. Scaling high-throughput data…Read article Python 5 Nov 2025High-Throughput Time-Series Ingestion with Python, TimescaleDB, and AsyncpgIn the evolving landscape of enterprise technology, automation and artificial intelligence have transitioned from experimental tools into critical infrastructure. Scaling high-throughput data…Read article

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