Download Zindi's compositions datasets directly to google colab
This repository containss all the data science project that I have worked on. These implementations are in python (jyputer notebooks )
2nd ranked at Cameroon - Fraud Detection in Electricity and Gas Consumption Challenge
This repository features an end-to-end Dyula-to-French translation system built with Joeynmt, addressing low-resource language challenges. It incorporates MLOps best practices for optimizing accuracy, latency, throughput, and cost efficiency. The project is fully documented for reproducibility and deployed on the AWS-powered HighWind platform.
How I used Seamless m4t large to get to the top 5 of the mozilla common voice competition hosted on Zindi
Détection automatique de glissements de terrain par deep learning multi-modal. Fusion Sentinel-1 (SAR) + Sentinel-2 (optique) avec mécanisme de pondération adaptatif cloud-aware. EfficientNetV2-L · GatedFusion · 5-fold CV · F1=0.905 — PFE Licence IA, FSBM Casablanca
Multilingual health Q&A retrieval system for African languages, built for the IndabaX x Zindi hackathon. TF-IDF baseline plus fine-tuned mT5-small model. Team BlackJack, 6th place on the public leaderboard.
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.
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