Deniz ParmaksızinInsider EngineeringManaging AWS Resource TagsAWS resource tag use cases, strategies and tools to bulk edit tags across services easily.4 min read·Mar 25, 2024----
Deniz ParmaksızinInsider EngineeringDelphi: Insider’s Machine Learning PlatformA fully automated end-to-end machine learning application lifecycle platform for multi-tenant applications4 min read·Dec 29, 2023----
Deniz ParmaksızinInsider EngineeringBuilding a Feature Store with Apache Iceberg on AWSOur journey of transitioning from individual model pipelines to a centralized feature store using Apache Iceberg on AWS.4 min read·Sep 30, 2023----
Deniz ParmaksızinInsider EngineeringRealtime Alerting from Applications Logs in Amazon CloudWatchSend realtime and batch alerts over Slack for application logs in CloudWatch using SQS and Lambda services.4 min read·Sep 11, 2023----
Deniz ParmaksızinInsider EngineeringDeploying AWS Lambda Functions for Machine Learning WorkloadsMachine learning workloads can be large artifacts, which must use container images to be deployed as an AWS Lambda function.4 min read·Jun 21, 2023--1--1
Deniz ParmaksızinInsider EngineeringSync Autotuner Reduced Our EMR Cost by 25%How we integrated Sync Autotuner to our Apache Spark pipelines on Amazon EMR and achieved 25% cost savings.4 min read·Apr 4, 2023--1--1
Deniz ParmaksızinInsider EngineeringHow We Migrated Our Data Lake to Apache IcebergThe architecture we built to migrate production data from Hive to Iceberg in a distributed fashion using Apache Spark on Amazon EMR.5 min read·Oct 5, 2022--5--5
Deniz ParmaksızinInsider EngineeringApache Iceberg Reduced Our Amazon S3 Cost by 90%Apache Iceberg is dramatically cost-effective compared to Apache Hive. Also enables more performant Spark jobs and cheaper Amazon EMR…5 min read·Sep 28, 2022--9--9
Deniz ParmaksızinInsider EngineeringTriggering Airflow Workflows After Data Modification in Amazon AuroraUsing native AWS integrations of Amazon Aurora to invoke a Lambda function that calls the Apache Airflow REST API.3 min read·Mar 28, 2022--1--1
Deniz ParmaksızinInsider EngineeringScaling ML Model Serving on Amazon EKS with Custom MetricsHow to use Prometheus Adapter for Custom Metrics API to use requests per second as the scaling metric of an ML model serving service?5 min read·Feb 28, 2022--1--1