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Machine Learning Engineer
Upwork • Freelance
Apr 2023 - May 2026 • 3 yrs 1 mo
Built and deployed end-to-end ML pipelines from data ingestion, Curating balanced training datasets, writing model architecture code, to multi-GPU cluster deployment on AWS. Designed automated pipelines for data ingestion, model training, optimization and inference. Worked closely with domain experts to eliminate sources of algorithmic bias in datasets being prepared for model training. Also experienced working with workflow orchestrators like Apache Airflow