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My work for the GO DATA SCIENCE 4.0 (GO DS 4.0) Hackathon hosted on Zindi (Feb 15 - Feb 16, 2024). The challenge focused on multi-class text classification for mes ntal health discussions. I placed in the top 22% of the participants. I fine-tuned transformer models, including BERT and RoBERTa.