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Amir Sayab

@amirsayab

Healthcare AI engineer at Upwork building DICOM imaging pipelines and clinical AI systems used across healthcare facilities.

United States

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What I'm looking for

I’m available for freelance projects building AI products in healthcare, life sciences, or other domains with complex data. I’m looking for work where I can take a project from problem definition to a working prototype.

At BISMILLAH Clinic, I designed and deployed AI-assisted radiology workflows and end-to-end DICOM pipelines connecting imaging systems with AI inference services. I also developed systems for medical image analysis, structured radiology reports, patient intake, and clinical documentation.

At NEHAL HOSPITALITY & HEALTH CARE PRIVATE LIMITED, I independently scoped, built, and deployed a clinical imaging pipeline used daily by six radiologists for X-ray, CT, and MRI analysis. It provided real-time assistance with tumor and abnormality detection through a DICOM-compatible workflow.

As a freelance AI/ML Engtineer at Upwork, I’m available for projects. I work across healthcare AI, from data pipelines and model evaluation to RAG systems and deployment, with a focus on making AI work in real clinical environments.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Engtineer

Current

Upwork

Apr 2026 - Present (7 months)

Worked as AI/ML Engtineer at Upwork.

Current

Machine Learning Engineer (AI Healthcare Systems)

Current

BISMILLAH Clinic

Dec 2023 - Present (2 years 11 months)

- Designed and deployed AI-assisted radiology workflows to support diagnostic processes and reduce reporting time for clinicians.

- Built and integrated end-to-end DICOM pipelines, enabling seamless data flow between imaging systems (PACS/DICOM viewers) and AI inference services.

- Implemented multi-model medical imaging systems for X-ray and CT scan analysis, including chest X-ray classificatio

Healthcare AI Engineer

NEHAL HOSPITALITY & HEALTH CARE PRIVATE LIMITED

Feb 2023 - Aug 2023 (6 months)

Independently scoped, built, and deployed a clinical AI imaging pipeline for Nehal Hospital — a live, production system used daily by 6 radiologists for X-ray, CT, and MRI analysis, featuring real-time tumor and abnormality assistance in detection across a DICOM-compatible pipeline. Read below to learn more what I did at Nehal:

- Designed and deployed an end-to-end clinical AI imaging pipeline fo