Machine Learning Engineer (Healthcare AI - CT Scan Labeling Support)
ImageDiagnosis
I contributed to improving a convolutional neural network classifier for a healthcare firm diagnosing medical conditions from CT scan images. The role involved reviewing model outputs and ensuring that diagnostic labels matched clinical findings. I supported troubleshooting efforts to optimize automated image labeling accuracy and data quality. • Enhanced the quality of labeled medical images for training datasets.
• Collaborated with clinical domain experts to validate labeling outputs.
• Troubleshot edge cases and refined diagnosis labels for consistent training data.
• Informed model improvements by providing actionable labeling feedback.
I contributed to improving a convolutional neural network classifier for a healthcare firm diagnosing medical conditions from CT scan images. The role involved reviewing model outputs and ensuring that diagnostic labels matched clinical findings. I supported troubleshooting efforts to optimize automated image labeling accuracy and data quality. • Enhanced the quality of labeled medical images for training datasets. • Collaborated with clinical domain experts to validate labeling outputs. • Troubleshot edge cases and refined diagnosis labels for consistent training data. • Informed model improvements by providing actionable labeling feedback.
2018 - Present