About Me

I am a software engineer at MorelandConnect building full-stack web applications for IoT, healthcare, and enterprise systems. I hold an MS from Case Western Reserve University where I conducted interdisciplinary research at the MDS3 Center under the supervision of Dr. Yinghui Wu and Dr. Roger French, broadly working in scientific machine learning bridging deep learning and materials science.

My research focused on developing domain-informed active learning and weak supervision techniques for image segmentation for synchrotron X-ray computed tomography and anomaly detection for in-situ sensor data from advanced manufacturing processes. Additionally, I contributed heavily to maintaining and developing our research groups’ compute and data infrastructure.

Previously, I’ve conducted research at:

• NASA Glenn Research Center: transfer learning for microscopy image foundation models
• Lawrence Livermore National Laboratory: sensor fusion and multi-modal learning for defect detection in advanced manufacturing processes
• Cleveland Clinic: synthetic MRI image generation for segmentation robustness

I’ve also had some industry stints including:

• RIGID Tools: NLP email classifiers for support case resolution
• GE Lighting: BI dashboard development for smart home technology product usage
• INSIGHT2PROFIT: unsupervised learning for pricing and sales recommendation modeling