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I will be your expert bigquery data architect for optimization, cost savings and rt
Transforming Data, Slashing BigQuery Bills
Hello! Are you looking to maximize your BigQuery performance, significantly slash data costs, or implement cutting-edge real-time data solutions? You're in the right place!
With over 8 years of hands...
About this Gig
What I Deliver:
- Expert BigQuery Optimization: I'll dive deep into your queries, table structures (partitioning/clustering), and usage patterns to drastically cut costs and boost performance.
- Scalable Data Architecture Design: As a Data Architect, I design robust architectures for real-time data ingestion and efficient ETL/ELT pipelines, ensuring your data is timely and actionable.
- Looker Semantic Modeling for Power BI: I create powerful, optimized semantic models in Looker, perfectly structured for seamless connection and insightful visualization in Power BI.
- Strategic Data Solutions: From tackling petabyte-scale challenges to refining BI reporting, I provide solutions that drive business value.
Why Choose Me?
- Tangible Results: My focus is on delivering measurable improvements in cost and performance.
- Strategic & Technical Depth: I understand both the business goals and the intricate technical details.
- Petabyte-Scale Experience: No data volume is too large or complex.
- Clear Communication: I'll keep you informed every step of the way.
Technology:
Alteryx
•
Google Analytics
•
Power BI
•
Pandas
•
BigQuery
•
Other
Analysis type:
Quantitative analysis
•
Descriptive analysis
Programming language:
Python
•
SQL
•
DAX
FAQ
How exactly do you achieve BigQuery cost savings?
I optimize SQL, use partitioning/clustering, advise on storage, find unused resources, & redesign data flows. This makes queries faster & cheaper, reducing scanned/stored data.
What information or access do I need to provide for you to get started?
I need your challenges, goals, & BQ setup. Read-only GCP access or query logs/schemas may be needed for hands-on work. We'll clarify specifics per package.
You mention a 90% cost reduction. Is that guaranteed for every project?
The 90% savings are past achievements, not guarantees. Actual savings vary by your setup/data. I aim for max impact & give realistic estimates after assessment.
How long does it typically take to see results from optimizations?
Query opt. results (speed, less data processed) are often immediate. Storage/processing cost savings appear in your next bill or as optimized pipelines run.
You mention experience with petabytes of data. Can you handle my specific data volume and complexity?
Yes, my petabyte-scale experience equips me for large, complex data (GBs, TBs, or PBs). I apply efficient processing/architecture principles, tailoring solutions to your scale.
For Looker, do you just design the semantic model, or can you also help with setting up dashboards in Power BI or Tableau?
I design optimized Looker semantic models for BI tools, ensuring Power BI or Tableau connectivity. Full Power BI or Tableau dashboard creation is an extra scope. Let's discuss your needs.
What does your "real-time data architecture design" involve?
I design low-latency systems (Pub/Sub, Dataflow, BQ streaming) for real-time data ingestion & analysis. Deliverables: diagrams, tool recommendations, & best practices for scalable pipelines.
Do I need to give you direct access to my Google Cloud Platform (GCP) account?
Direct optimization/implementation may need IAM permissions in your GCP project (minimum discussed for security). For diagnostics/design, shared info (logs/schemas) can suffice.
What is your typical project workflow?
Workflow: 1. Consultation (understand needs). 2. Assessment/Analysis. 3. Design/Optimization. 4. Regular updates & reviews. 5. Final Delivery. Clear communication is key.
What if I need support or have questions after the gig is completed?
I offer 7-14 days of follow-up support for questions on delivered work (varies by package). For ongoing support or new needs, we can create a custom order.
