Open to opportunities

Ayman Alrawashdeh

@aymanalrawashdeh

Message

I optimize ML data pipelines, QA standards, and bilingual dataset integrity.

Jordan

Message

What I'm looking for

I'm looking to apply my ML data operations, quality governance, analytics, and bilingual data integrity experience to improve scalable data workflows and model outcomes in a cross-functional environment.

At Amazon, I lead machine learning data operations, designing evaluation frameworks, QA testing matrices, and KPI dashboards for high-volume ML pipelines. I use SQL, advanced Excel, and exploratory data analysis to identify defects, improve workflow scalability, and deliver operational insights.

I've standardized processing guidelines that improved operational efficiency by 15%, supported AR_SA and EN_US linguistic validation for NLP datasets, and mentored associates as an SME and escalation point of contact. My work combines data integrity, root-cause investigation, bilingual localization, and cross-functional alignment with engineering, product, and data science teams.

Experience

Work history, roles, and key accomplishments

Current

Senior Machine Learning Data Associate

Current

Amazon

Aug 2026 - Present (0 months)

Spearhead end-to-end data pipeline operations and design standardized evaluation frameworks across complex ML models. Architect multi-tiered QA testing matrices and compliance benchmarks, and leverage SQL and advanced Excel for analytics and KPI dashboards.

SQL KPIs Quality Assurance Data Pipelines Root Cause Analysis NLP Mentorship