Academic positioning
My research interests are not separate from the portfolio. They come from the same thread: clinical work exposes gaps, analytics makes them visible, informatics asks how the system should capture and respond to them.
The Akurba eye disease review work supports the broader analytics portfolio by grounding disease-pattern analysis in public eye health literature and research framing.
The research positioning connects AI-enabled healthcare methods to problems where data quality, workflow timing, documentation, and human review affect whether the method can actually be useful.
Faculty outreach summaries and program-fit notes translate broad interests into concise research directions that can be communicated to supervisors, programs, or collaborators.