| Description 🧠 | Focus Area 🎯 |
|---|---|
| Developing temporally consistent segmentation and tracking frameworks for cataract surgery videos | Surgical Video Understanding 🩺 |
| Automated quantification of surgical proficiency via kinematic analysis and instrument interaction tracking | AI-Driven Skill Assessment 📊 |
| Engineering RAG-based agents to generate actionable feedback and interpretable medical narratives | LLM & RAG for Medicine 🤖 |
| Integrating vision-based control and deep learning for real-time surgical assistance and morphological analysis | Computer Vision & Control 👁️ |
| Spearheading cross-disciplinary R&D teams and mentoring research groups at ARAS AI Lab and Medivers Ai | Technical Leadership 🏫 |