Bridging the gap between Medical AI infrastructure, Spatial Computing, and Seamless Interfaces.
Currently shaping the future of digital experiences at the Apple Developer Academy, with a deep technical focus on healthcare innovation and native ecosystem integrations.
- 🧠 Medical AI & LLMs: Architecting clinical support systems, including ColonoSense QA (a hybrid LLM strategy utilizing local Llama 3.1 and cloud-based GPT-4o-mini) and advanced brain CT segmentation utilizing U-Net and equivariant neural networks (SE(2) group theory).
- 🍏 Apple Ecosystem Development: Prioritizing native iPadOS frameworks (SwiftUI, PencilKit, ARKit, SceneKit). Currently building Sketsain, an application transforming human pose references into proportional line art using Vision 3D pose detection.
- 📈 Machine Learning Optimization: Experienced in dataset oversampling, fine-tuning YOLOv11/v12 models for object detection (e.g., cocoa disease detection), and clustering evaluation (Silhouette Scores, Davies-Bouldin Index).
- 💻 Dual-Launch Compliance: Implementing secure, client-ready authentication logic supporting both EHR and Standalone launch modes for SMART on FHIR Stage 2 compliance.
🤖 Artificial Intelligence & Machine Learning (Click to Expand)
📱 iOS & Cross-Platform Mobile (Click to Expand)
🌐 Fullstack Web Architecture (Click to Expand)
