Bridging healthcare and technology through data-driven solutions
- 🎓 Digital Engineer specializing in the medical field
- 🔬 Passionate about data science, machine learning, and AI applications in healthcare
- 🌱 Currently exploring medical imaging analysis, health informatics, and telemedicine systems
- 🚀 Focused on developing solutions that improve patient care and clinical workflows
| Project | Description | Tech Stack |
|---|---|---|
| 🏥 HealthConnect | Telemedicine Station integrating connected biomedical sensors, AI and video consultation. Data is analyzed in real-time and displayed to doctors to detect anomalies during secure teleconsultations. Includes messaging between doctors (tele-expertise), appointment scheduling, data visualization, and direct access to healthcare facilities via interactive map. |         |
| 📡 VitalStream | Real-Time Big Data Platform for Healthcare with ISO 27001 Security Analysis. Designed and deployed a real-time Big Data pipeline simulating hospital IT infrastructure. Used Apache Kafka for patient data ingestion and Apache Spark for stream processing. Stored data in MongoDB with live dashboards in Grafana for vital signs visualization. Conducted ISO 27001 security analysis with risk assessment. |     |
| 👁️ SmartOphtha | Intelligent Diagnosis of Retinal Pathologies from OCT Images. Deep Learning system for early detection of CNV, DME, drusen and normal retinas from OCT images. Generates predictions with personalized medical recommendations to assist ophthalmologists in clinical decisions. |       |
| 😴 DrowsyDetect | AI-Powered Embedded Platform for Monitoring Sleep Apnea CPAP Treatment Efficacy. Non-invasive system monitoring daytime sleepiness by analyzing visual biomarkers in real-time. Enables precise longitudinal tracking of CPAP treatment effectiveness and helps prevent risks associated with sleep apnea. |   |
🏥 HealthConnect - Telemedicine Station
A comprehensive telemedicine platform integrating patient management, remote monitoring, and video consultation with data analytics for healthcare providers. We're developing an AI Agent that autonomously manages the platform's operations including:
- Doctor scheduling optimization
- Patient appointment coordination
- Priority management and triage system
- Queue management for consultations
- Real-time anomaly detection from biomedical sensors
- 🌐 Portfolio: https://himedi-makrame-5zhu.vercel.app/
- 📝 Linkdin Profil: LinkedIn Profile
TensorFlow · Keras · Scikit-learn · NumPy · Pandas · Seaborn & Matplotlib · MediaPipe · OpenCV · CNN MobileNetV3Large · U-Net
Kafka · Spark · Apache AirFlow · Hadoop · Shell/Linux · HIPAA Compliance · ISO 27001
Flask · Jinja2 · Streamlit · Bootstrap · HTML5 · CSS3
MySQL · PostgreSQL · MongoDB · SQLite · SQLAlchemy
IoT Protocols: MQTT · WebSocket · Kafka · CoAP · AMQP
Data Collection: BeautifulSoup · REST APIs · Web Scraping
Open to collaborations in digital health, medical data science, and healthcare technology projects