Data Infrastructure Standardization & Pipeline Modernization
for an Education Technology Company
#Data Engineering
for an Education Technology Company
for an Education Technology Company
Education technology company providing digital learning solutions. Stellans delivered comprehensive data infrastructure rework, ETL standardization, and data quality assurance through modern tooling and process establishment.
Multiple disconnected scripts and integrations created chaos in data collection. SQL codebase lacked version control and documentation. Engineering releases frequently broke user attribution data. Data analysts spent excessive time on manual fixes instead of analysis. No standardized tracking or identity resolution protocols existed.
Built unified ETL layer replacing fragmented scripts across multiple systems. Standardized data collection from all sources with consistent scheduling and integration protocols. Eliminated data silos and operational complexity.
Migrated entire SQL codebase to dbt with comprehensive process documentation. Established analyst workflows with built-in version control, documentation, and visibility. Created sustainable development practices for data team.
Implemented dbt tests for staging engineering data to catch issues before production. Created proactive data validation preventing release-related breaks. Established company-wide tracking plan and identity resolution protocols ensuring data consistency.
Director Business Strategy & Intelligence
Director Business Strategy & Intelligence
"It’s impressive how dedicated the employees are."
Verified review
VP of Engineering
VP of Engineering
"Their depth of knowledge made all the difference."
Verified review
CMO/CPO
CMO/CPO
"They accomplished everything we wanted to achieve."
Verified review
CMO / Co-founder
CMO / Co-founder
"Stellans’ expertise has really helped us sharpen our marketing and product strategies."
Verified review
Chief Product Officer
Chief Product Officer
"Their impact was transformative and enduring."
Verified review
Chief Information Officer
Chief Information Officer
"They didn’t just solve problems, they redefined what excellence looks like in data operations."
Verified review
CMO
CMO
"Stellans quickly became our go-to data partner. Smart, fast, and easy to work with."
Verified review
Hello,
Thank you for your interest in Stellan’s Data Services. After you fill out this form, one of our team members will get in touch with you at the requested time to discuss your tech initiative.
We can’t wait to deliver the best results to you!
Hello,
Thank you for your interest in Stellan’s Data Services. After you fill out this form, one of our team members will get in touch with you at the requested time to discuss your tech initiative.
We can’t wait to deliver the best results to you!
Hello,
Thank you for your interest in Stellan’s Data Services. After you fill out this form, one of our team members will get in touch with you at the requested time to discuss your tech initiative.
We can’t wait to deliver the best results to you!
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