At Sovrano AI’s Robotics Capture & Labeling Project, I completed more than 4,100 annotation segments in a production-based robotics AI workflow. I applied project guidelines across visual data and reviewed submissions for errors and inconsistencies.
When annotations were rejected, I reviewed the feedback and corrected the work. I also identified ambiguous data and followed project procedures to seek clarification rather than make unsupported assumptions.
In AI training and evaluation projects, I annotate and review structured datasets, assess AI-generated outputs against rubrics, and incorporate quality feedback. I flag edge cases and apply documented criteria consistently.
As a transcriptionist at GoTranscript, I produce and review transcripts against source audio and project specifications. I also supported ICT operations and technical documentation as an ICT Intern with County Government of Kirinyaga – ICT Department.

