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Key Skills

Software

No software listed

Top Subject Matter

Payment service building blocks

operational efficiency

requirements-to-use-case refinement

Top Data Types

Document

Text

Top Task Types

Text Summarization

Freelancer Overview

Data & Systems Specialist at Change Healthcare (data/document synthesis and quality-oriented validation supporting produ. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Engineering Graduate, California State University, Fullerton (2015). AI-training focus includes data types such as Document and labeling workflows including Text Summarization.

Labeling Experience

Data & Systems Specialist at Change Healthcare (data/document synthesis and quality-oriented validation supporting production systems)

DocumentText Summarization

Performed document-centric content synthesis by analyzing high-density XML, PDF, and SQL inputs and summarizing findings to support downstream systems. Refined requirements into simplified, user-centric behaviors by interpreting user stories and functional specifications for clearer system use cases. Contributed to data integrity and consistent processing by engineering containerized environments and CI/CD pipelines that support reliable generation and verification workflows. • Analyzed XML/PDF/SQL sources to extract and summarize key information • Conducted quality-focused review and auditing of synthesized outputs for consistency • Translated functional requirements into use cases that align with expected system behavior • Supported production-ready data transformation and repeatable validation environments via Docker Swarm and CI/CD

2022 - 2024

Education

Work History