Across multiple AI training projects, I’ve contributed to more than 35 projects supporting machine learning and generative AI. My work spans image, video, text, 3D, and audio data.
I’ve contributed to senior-track RLHF workflows by comparing and ranking model responses, evaluating chain-of-thought reasoning, and reporting recurring weaknesses to project leads. I’ve also reviewed content against safety rubrics and flagged edge cases for escalation.
On computer vision and autonomous systems tasks, I’ve annotated images and videos with bounding boxes, semantic segmentation, and temporal event tags. I’ve also annotated LiDAR and point-cloud data, creating 3D bounding boxes and validating spatial reasoning.
I produce and review content in English, Amharic, and Oromo, including transcription, translation, and MTPE. I also bring a Biomedical Engineering background and experience with biomedical equipment maintenance.

