Abdullah Habbar@Habbar
1
Events attended
1
Submissions made
Turkey
1 year of experience
About me
Physician, Health-Tech Entrepreneur, and Business Developer. With a background in Internal Medicine and an MPH in Health Service Management from LSHTM, I bring a comprehensive understanding of both clinical practice and healthcare administration. My career is anchored by long-standing experience in medical management with INGOs, providing me with a strong foundation in leading large-scale health initiatives. Currently, I am focused on the intersection of medicine and technology. I build and scale digital health solutions—from telemedicine platforms to clinical informatics tools—designed to make healthcare more accessible and efficient. By combining my clinical and managerial insights with hands-on technical skills (Python, SQL), I strive to turn complex medical challenges into viable, tech-driven business solutions.
🤓 Latest Submissions
Parallel Care Engine - Emergency Department
Parallel Care Engine (PCE) is an AI-augmented emergency-department triage and flow system that runs six specialised agents in parallel on every patientarrival, compressing the work that traditionally happens sequentially over hours into seconds. Agent 1 produces a continuous 0–100 risk score on top of the deterministic ESI level. Agent 2 scans for life-threatening red flags and can override the queue with an ESI-1 alert. Agent 3 generates apre-emptive lab and imaging workup constrained by a protocol whitelist, so nurses can start orders before the doctor sees the patient. Agent 4 is aseverity-aware load balancer: it assigns the right seniority of doctor for the acuity, and when every doctor is busy it bumps the globally least-severe patient — never displacing a higher-acuity case for a milder one. Agent 5 forecasts disposition (discharge, admit, ICU, transfer) early so beds can bepre-reserved. Agent 6 drafts the exit packet — instructions, handover note, GP letter, prescription notes — for clinician review before discharge. A real-time HTML5-canvas ED-flow dashboard visualises every patient as they move through triage, waiting room, labs, treatment bays, and exit, with aconfigurable simulation clock so teams can rehearse surge scenarios.
19 May 2026
