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Label Studio
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Bounding BoxOne of my most significant achievements has been contributing to the development of AI training datasets at Professional.Me. Using Label Studio and Retool, I performed large-scale image and text annotation that supported the creation of a structured database of more than 170,000 document images. I consistently maintained approximately 98% annotation quality and accuracy standards, helping improve the company's AI systems and contributing to the successful launch of its product in 2026. This work required exceptional attention to detail, data quality management, and the ability to maintain consistency across high-volume annotation workflows. Prior to this, I spent over a decade conducting research, analysis, and operational improvement initiatives. As a Research Analyst supporting Fortune 500 clients, I delivered high-quality qualitative and quantitative research, identified market opportunities, validated complex information, and provided actionable insights that influenced business decisions and contributed to the adoption of new products and services. My ability to synthesize large amounts of information into meaningful recommendations became a key strength throughout my career. At Notified, I combined data analysis, operational research, and strategic planning to drive measurable business impact. I led cross-functional initiatives that resulted in saving approximately 8,000 operational hours in 2021 and 3,000 hours in the first half of 2022 through capacity planning, resource optimization, and process improvements. I also helped reduce team workload by 15% through training, workflow enhancements, and collaboration across departments. Additionally, I developed KPI dashboards and executive reporting that enabled senior leadership to make informed decisions regarding resource utilization, capacity management, and operational performance. Across all of these roles, my exceptional contribution has been the ability to combine deep research, analytical thinking, data quality expertise, and process improvement to deliver measurable results. Whether supporting AI model development, conducting complex research, or driving operational efficiencies, I consistently focus on producing high-quality outcomes that create lasting value for the organization.
DocumentBounding BoxAnnotation of 170,000+ resume documents in Label Studio and Retool with 98% quality. Helped model the system into an intelligence layer for HR, helping organizations make evidence-based hiring, retention, succession, and workforce mobility decisions by predicting who thrives where and why.
Masters, Biotechnology
Data Researcher and Annotator
AI Content Editor
