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Mr Ajay Krishna

Heart Center, University of Freiburg, Freiburg (Germany)
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Biography
Data Scientist at University Hospital Freiburg, advancing deep learning research in clinical cardiology with the BEATS and CEBIDA research groups. I design and deploy explainable AI models trained on large-scale datasets, under strict governance and regulatory oversight. Over 5+ years of applied AI experience spanning healthcare, manufacturing, and IoT - from cardiac diagnostics to smart manufacturing optimization. Proven track record in model development, MLOps, and cross-functional collaboration with scientists, engineers, and data teams. Past roles include AI Lead at Global AI Hub, AI Software Engineer at DigitalMedCare, and ML positions at Siemens and SICK Sensor Intelligence - backed by a strong foundation in time-series analysis and computer vision.
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Unlocking the black box: towards robust clinical use of explainable artificial intelligence (XAI) in acute cardiovascular care
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Unlocking the black box: towards robust clinical use of explainable artificial intelligence (XAI) in acute cardiovascular care