Physics-trained Data Scientist building end-to-end ML: from clustering and anomaly detection to MLflow, FastAPI and Docker. Vientiane, Laos. Open to relocate.
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unsupervised-learning-mlops
unsupervised-learning-mlops PublicLabel-efficient learning with clustering, semi-supervised learning and GMM anomaly detection, shipped end-to-end: Prefect pipelines, MLflow registry with quality gates, FastAPI web app, PostgreSQL,…
Jupyter Notebook
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dimensionality-reduction-mlops
dimensionality-reduction-mlops PublicPCA, Incremental PCA, Kernel PCA, LLE and t-SNE on 70,000 MNIST digits, from notebook to monitored service: Prefect, MLflow, FastAPI, PostgreSQL, Docker Compose.
Jupyter Notebook
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scalable-data-loading-tfdata
scalable-data-loading-tfdata Publictf.data and GZIP TFRecord input pipelines, Keras 3 preprocessing layers and TFDS, measured end to end and served with Prefect, MLflow, FastAPI, PostgreSQL and Docker Compose.
Python
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