Data Integrity & Diagnostics at Scale

2025

At Datashake, I was responsible for leading technical investigations across thousands of monthly review jobs. This required a meticulous approach to data quality, as I resolved complex data discrepancies and job failures tied to scraping logic, proxy behavior, and API reliability.

I authored custom scripts and workflows to validate outputs and troubleshoot edge cases across diverse data sources. This proactive approach to diagnostics allowed us to improve data integrity and job success rates, which directly translated into building and maintaining client trust at scale. I handled escalations by not just providing a quick fix, but by identifying the root cause and working with engineering to prevent recurrence.

My experience is rooted in the belief that reliable data is the foundation of any successful business. My skills in diagnostics are not just a technical function; they are a direct commitment to providing value and trust to our clients.

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