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MSc Research • MLOps Portfolio
Combining academic Machine Learning research with production-grade MLOps and infrastructure automated tooling.
Flagship Research & Applied ML
Audio Transcription: Wav2Vec2
Star SignalEnd-to-end ASR pipeline utilizing Wav2Vec2 for high-fidelity English audio transcription with custom fine-tuning logic.
Ghanaian NLP: Language Detection
Lightweight NLP model identifying low-resource Ghanaian dialects with high accuracy using PyTorch.
Visual CNN in Akan Twi
Dataset curation and supervised training for a localized CNN image classification model focused on Ghanaian context.
Brain Tumor Federated Learning
Decentralized model training architecture for medical imaging, ensuring data privacy across localized nodes.