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Flavian Simiyu

@flaviansimiyu1

Message

I build AI-powered healthcare products, clinical data systems, and predictive maintenance solutions.

Kenya

Message

What I'm looking for

I'm looking to build responsible AI and cloud products for healthcare, translating clinical problems into secure, compliant, practical technology.

At Tiba AI, I lead the product roadmap for a hospital information management system, integrating Azure AI Document Intelligence to digitize handwritten patient records and designing HIPAA/GDPR-aligned cloud infrastructure.

I translate clinical requirements into technical specifications while building security and governance controls for patient health information, including encryption, access controls, and audit trails. I have also secured non-dilutive funding and technical mentorship for the product.

Across Laser Eye Centre and Medware Solutions, I’ve built machine learning models for diabetic retinopathy, cataract and OCT classification, arrhythmia risk scoring, equipment failure prediction, and IoT medical gas anomaly detection. I also maintain, install, calibrate, and commission critical biomedical and ophthalmic equipment in healthcare environments.

Experience

Work history, roles, and key accomplishments

Current

Co-Founder & Product Lead

Current

Tiba AI

Jan 2025 - Present (1 year 7 months)

Integrated Azure AI Document Intelligence for OCR-based digitization of handwritten patient records and architected HIPAA/GDPR-aligned Azure cloud infrastructure for a hospital information management system. Owned the AI product roadmap end-to-end and implemented data security architecture to protect patient health information.

Azure AI Document Intelligence OCR HIPAA GDPR Cloud Architecture Data Governance Agile Scrum

Current

Biomedical Engineering & Technical Support Specialist

Current

Laser Eye Centre

Jan 2024 - Present (2 years 7 months)

Fine-tuned a ResNet18 CNN for diabetic retinopathy severity classification and built CNN-based cataract detection and OCT image classification pipelines. Performed preventive and corrective maintenance on high-value ophthalmic equipment including femtosecond lasers and OCT scanners.

PyTorch Transfer Learning CNN OCT Predictive Maintenance Random Forest Equipment Calibration

Field Service Engineer

Medware Solutions Limited

Jan 2023 - Dec 2024 (1 year 11 months)

Extended an IoT-based medical gas pressure monitoring system with machine learning for predictive anomaly detection and built an ECG/vital-signs signal-processing pipeline for arrhythmia classification. Executed installation, configuration, and commissioning of biomedical systems and performed preventive and corrective maintenance on medical devices.