I’m Charles Kimemia Kiwaran, a multilingual data annotator and transcriptionist with 4+ years of experience in remote freelance academic writing and AI dataset evaluation.
I’m Charles Kimemia Kiwaran, a multilingual data annotator and transcriptionist with 4+ years of experience in remote freelance academic writing and AI dataset evaluation. I work across English, Kiswahili, and Kikuyu, delivering clear, well-formatted transcripts and research content while following strict guidelines and quality checks.
I also bring a data-focused mindset from my Statistics and Programming studies, with hands-on experience using tools like Python for data cleaning and working with AI training platforms such as Mindrift. I enjoy turning detailed instructions into accurate outputs—whether labeling datasets, proofreading transcripts, or providing feedback that helps improve AI response quality.
This project includes a dashboard that can be used to analyze and visualize the metrics from the Word Cubs games dataset. Using Python, the raw and dirty data from Kaggle was processed, cleaned and organized. This was then used to create visualizations which provide useful insights into user activity and game performance.
academic writer
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