Key Skills

Freelancer Overview

I have a strong background in software development with hands-on experience integrating and validating data flows between frontend interfaces and backend APIs, including secure payment gateways and transactional systems. My work has required meticulous attention to data accuracy, user interaction validation, and error handling, which directly aligns with the precision needed for data labeling and AI training data roles. Through multiple projects, I have implemented robust client-side validation, collaborated on dynamic content rendering, and ensured accessible, well-structured user interfaces following industry standards. My education in informatics and data science, combined with award-winning hackathon experience, has given me a solid understanding of data integrity, annotation best practices, and the importance of high-quality datasets for machine learning applications. I am adept at working in remote, collaborative environments and am committed to delivering reliable, well-documented data solutions that power effective AI systems.

Labeling Experience

Education

Work History