Key Skills

Software

Clickworker

Toloka

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Video

Top Task Types

Bounding Box

Object Detection

Red Teaming

RLHF

Translation/Localization

Freelancer Overview

I am a highly analytical Bilingual Specialist and AI Data Associate with a proven track record in high-fidelity data annotation and linguistic evaluation for Large Language Models (LLMs). My expertise centers on Reinforcement Learning from Human Feedback (RLHF), where I have ranked AI-generated responses based on truthfulness, helpfulness, and safety to reduce model hallucinations. As a native Kinyarwanda speaker, I have led specialized efforts in Africa-centric AI projects, providing high-quality translation, sentiment analysis, and cultural "red-teaming" to ensure AI outputs are safe, neutral, and relevant for the Rwandan market. ​Beyond text, I possess technical proficiency in computer vision annotation, including applying precise bounding boxes and polygons to street-view imagery for autonomous vehicle training. My background is enriched by formal leadership training and the current pursuit of a BSc in Food Biotechnology, which equips me with a unique blend of analytical depth and process optimization skills. With professional fluency in English, Kinyarwanda, Runyankore, and Luganda, I offer a rare combination of technical data labeling skills and deep regional linguistic expertise.

Labeling Experience

Education

Work History