My Projects

A collection of my work spanning web development, machine learning, and software engineering. Each project represents a unique challenge and learning opportunity.

CodaHx, Inc.

AI-driven analysis to help you navigate each stage of maternity care billing, from pregnancy through delivery and beyond.

Next.jsRAGAWS

Prostate & Cancer Lesion Segmentation using Transformer-U-Net

Transformer-U-Net deep learning model for detecting and segmenting prostate and cancer lesions in MRI scans to support faster, more precise treatment planning.

PyTorchTransformerU-NetMedical Imaging

Ray Tracing and OpenGL Renderer

Built a custom ray tracer from scratch supporting reflection, refraction, shadows, shading, and texture mapping. Extended the same scene functionality using OpenGL for real-time rendering with interactive camera controls.

C++Ray TracingOpenGLComputer Graphics

Pose Estimation Model Comparison

Developed and benchmarked four human pose estimation models—AlphaPose, OpenPose, PoseNet, and HRNet—on the COCO 2017 dataset. Evaluated performance under occlusion and clean conditions using metrics like mAP, AP, AR, and AUC to assess keypoint detection precision and recall.

PyTorchCNNHeatmap RegressionHuman Keypoint DetectionmAPAlphaPoseHRNetOpenPosePoseNet