You will get AWS Glue Architecture Review & Cost Optimization Audit
Project details
Cut your AWS Glue costs and improve reliability — without guesswork.
I review your existing Glue environment and deliver a prioritized, actionable plan to improve cost efficiency, performance, and stability. No generic best-practice lists — only recommendations specific to your workloads.
Starter (Small environments)
• Review up to 5 Glue jobs + 1–2 data sources
• Identify cost waste & performance bottlenecks
• Top 5 prioritized fixes with clear next steps
• 30-minute review call
Standard (Production workloads)
• Review up to 20 jobs, workflows, crawlers & Data Catalog
• DPU utilization & worker type analysis
• Partitioning, retry logic & runtime optimization
• Security basics & IAM review
• Detailed findings report + 60-minute call
Advanced (Complex / environments)
• Cross-account & data flow architecture review
• Governance & cost allocation assessment
• Prioritized remediation roadmap
• 90-minute workshop
Leverage My Experience:
• 10+ years AWS architecture
• 5+ years AWS Glue specialization
• Enterprise-scale production systems
Typical outcomes: 20–40% cost reduction, faster runtimes, and more stable jobs.
If Glue feels expensive or fragile, let’s fix it.
I review your existing Glue environment and deliver a prioritized, actionable plan to improve cost efficiency, performance, and stability. No generic best-practice lists — only recommendations specific to your workloads.
Starter (Small environments)
• Review up to 5 Glue jobs + 1–2 data sources
• Identify cost waste & performance bottlenecks
• Top 5 prioritized fixes with clear next steps
• 30-minute review call
Standard (Production workloads)
• Review up to 20 jobs, workflows, crawlers & Data Catalog
• DPU utilization & worker type analysis
• Partitioning, retry logic & runtime optimization
• Security basics & IAM review
• Detailed findings report + 60-minute call
Advanced (Complex / environments)
• Cross-account & data flow architecture review
• Governance & cost allocation assessment
• Prioritized remediation roadmap
• 90-minute workshop
Leverage My Experience:
• 10+ years AWS architecture
• 5+ years AWS Glue specialization
• Enterprise-scale production systems
Typical outcomes: 20–40% cost reduction, faster runtimes, and more stable jobs.
If Glue feels expensive or fragile, let’s fix it.
Database Type
MySQL, MS SQL, MS Access, Oracle, SQLite, PostgreSQL, MongoDB, Teradata, Azure Cosmos DBWhat's included
| Service Tiers |
Starter
$250
|
Standard
$700
|
Advanced
$1,500
|
|---|---|---|---|
| Delivery Time | 2 days | 5 days | 7 days |
Number of Revisions | 1 | 2 | 2 |
Schema Diagram | - | - | - |
Permissions Setup | - | - | - |
Import/Export Data | - | - | - |
Admin Panel Setup | - | - | - |
Optional add-ons
You can add these on the next page.
Additional Revision
+$50About Demeritius
AWS Glue ETL Expert
Spokane, United States - 10:19 am local time
I work with growing startups to clean up, stabilize, and scale their AWS data systems so reporting works, workflows don’t fail, and your infrastructure keeps up with the business.
⸻
Common Problems I Solve:
• Airflow DAGs failing or becoming unmanageable
• ETL/ELT pipelines that don’t scale with user growth
• Data warehouses (Redshift, Snowflake, Databricks) slowing down
• Lack of observability, monitoring, and data quality checks
• Manual workflows that should be automated
• “Quick MVP” data stacks that now need to become real infrastructure
⸻
What I Deliver:
Scalable Data Architecture
• End-to-end pipeline design (batch & streaming)
• AWS-native data platforms (S3, Lambda, Glue, Redshift)
• Workflow orchestration with Apache Airflow
• Fault-tolerant, cost-aware cloud architecture
Production-Ready ETL/ELT Systems
• Python, PySpark, SQL-based transformation logic
• Data modeling for analytics and product reporting
• CI/CD for data workflows (GitHub Actions, GitLab)
Stability & Observability
• Monitoring & alerting for pipelines
• Data quality validation
• Performance optimization
• Refactoring brittle workflows into maintainable systems
⸻
Why Startups Hire Me
• You’ve raised funding and your infrastructure must mature
• You need senior-level thinking without hiring full-time
• You want systems designed for scale — not temporary fixes
• You want clear communication and architectural ownership
I build practical, growth-aligned data platforms that support product teams, leadership dashboards, and investor reporting — without unnecessary enterprise overhead.
⸻
Industries & Environments
• SaaS & product-driven tech companies
• Analytics-driven startups
• Teams migrating from ad-hoc scripts to real data platforms
• Organizations scaling AWS-based infrastructure
⸻
Let’s Build Infrastructure That Scales With You
If your startup is growing fast and your data systems need to catch up — send a message. I’ll help you stabilize today and scale for tomorrow.
Steps for completing your project
After purchasing the project, send requirements so Demeritius can start the project.
Delivery time starts when Demeritius receives requirements from you.
Demeritius works on your project following the steps below.
Revisions may occur after the delivery date.
Intake call/video meeting
Meet to discuss scope and what the client needs to provide to make the project successful.
Receive required information for client.
Depending on scope, freelancer receives required documents and necessary permissions to complete project.