Data Quality Audit and Validation Checks for Your PipelineKratik Mehta
Find what's breaking in your data, then catch it automatically. I audit your pipeline's past incidents and sources, design a rule catalog with sensible thresholds, and implement checks before and after load, with alerts that don't cry wolf.
How it works
Audit: review past data incidents and profile your sources
Design: a rule catalog with thresholds tuned to avoid false alarms
Implement: pre-load and post-load validation checks
Monitor: alerts and a pipeline health report
Past result: designed a data quality framework with 114+ validation rules for a production pharma pipeline, with false-positive alerts below 5%.
Packages
Starter: $200 · 3 days · audit and findings report
Standard: $500 · 7 days · audit plus 20 implemented checks
Advanced: $1,000 · 14 days · audit, checks, and alerting
Tell me about your pipeline and the data problems you've seen, and I'll suggest the right package.
Example work
Starting at$200
Duration3 days
Tags
AWS Lambda
Data Quality
Python
Snowflake
SQL
Data Engineer
Service provided by
Kratik Mehta Pune, India
Data Quality Audit and Validation Checks for Your PipelineKratik Mehta
Starting at$200
Duration3 days
Tags
AWS Lambda
Data Quality
Python
Snowflake
SQL
Data Engineer
Find what's breaking in your data, then catch it automatically. I audit your pipeline's past incidents and sources, design a rule catalog with sensible thresholds, and implement checks before and after load, with alerts that don't cry wolf.
How it works
Audit: review past data incidents and profile your sources
Design: a rule catalog with thresholds tuned to avoid false alarms
Implement: pre-load and post-load validation checks
Monitor: alerts and a pipeline health report
Past result: designed a data quality framework with 114+ validation rules for a production pharma pipeline, with false-positive alerts below 5%.
Packages
Starter: $200 · 3 days · audit and findings report
Standard: $500 · 7 days · audit plus 20 implemented checks
Advanced: $1,000 · 14 days · audit, checks, and alerting
Tell me about your pipeline and the data problems you've seen, and I'll suggest the right package.
Example work
$200