
Worked on the comet-ml/opik repository to enhance trace visibility and data integrity in observability pipelines. Delivered backend support for counting spans per trace, integrating this metric into the UI to address customer needs for improved trace analysis. Addressed reliability by fixing missing imports in Python configuration templates, ensuring smoother onboarding and configuration loading. In addition, implemented automated validation tests in Java and Python to verify span count accuracy across traces, strengthening data quality and enabling earlier detection of inconsistencies. Leveraged skills in API development, backend engineering, and database query optimization to deliver robust, maintainable solutions that improve user experience and reliability.
April 2025: Strengthened data quality in comet-ml/opik by delivering automated trace data integrity tests. Implemented Trace Span Count Validation Tests to verify per-trace span counts and total span counts across traces match the created traces and spans, ensuring data accuracy in the observability signals.
April 2025: Strengthened data quality in comet-ml/opik by delivering automated trace data integrity tests. Implemented Trace Span Count Validation Tests to verify per-trace span counts and total span counts across traces match the created traces and spans, ensuring data accuracy in the observability signals.
March 2025: Delivered reliability and visibility improvements in comet-ml/opik. Fixed a missing 'os' import in getting started templates to ensure configuration injection loads correctly, and added backend support to count spans per trace with a UI display to show the count. These changes respond to customer requests and enhance onboarding and trace visibility for users.
March 2025: Delivered reliability and visibility improvements in comet-ml/opik. Fixed a missing 'os' import in getting started templates to ensure configuration injection loads correctly, and added backend support to count spans per trace with a UI display to show the count. These changes respond to customer requests and enhance onboarding and trace visibility for users.

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