Key Skills

Software

No software listed

Top Subject Matter

NLP - for e.g. text classification, NER, Q&A. In English and Arabic (formal, and various dialects).

Data Science Education - created content and taught at varied levels, including ML in Python for practitioners for example.

Product Management

Top Data Types

Document

Image

Text

Top Task Types

Classification

Computer Programming Coding

Data Collection

Entity Ner Classification

RLHF

Freelancer Overview

I'm a data scientist by training. This means I appreciate the importance of high-quality, well-labelled data and the difference it makes in model training. It also means, with enough context on the problem(s) the model is solving, I can potentially help spot edge cases. I have experience in both R and Python (but more in Python). I've worked in the Data/Tech Education sectors, and had roles that involved developing content, contextualising content for clients, delivering content, and most recently product-managing courses. I've learnt through those roles to appreciate the importance of clear, simple and concise communication. I'd also note that I have native-level fluency in both English, and Arabic. With Arabic specifically, my education in the past was in formal Arabic, and I'm familiar with various spoken dialects in the Middle East. Finally, I've lived in seven different countries in my life -- the latest of which is the UK. Hopefully this comes in handy too!

Labeling Experience

Education

Work History