Open to opportunities

maha elhabbari

@mahaelhabbari

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Medical Doctor and Medical AI expert evaluating clinical safety, data integrity, and hallucinations.

Romania

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What I'm looking for

I’m seeking immediate-start, remote (EMEA/MENA preferred) work evaluating and annotating medical AI with strict ALCOA/GxP-quality thinking—hallucination detection, dataset integrity checks, and multilingual clinical review across Arabic, French, English, and Romanian.

I’m a Medical Doctor with six years of general clinical medicine and a focused AI-ready foundation spanning internal medicine, surgery, paediatrics, obstetrics & gynaecology, emergency medicine, and clinical pharmacology. I combine that breadth with four years in a GxP-regulated, ALCOA-compliant diagnostic laboratory across biochemistry, haematology, immunology, virology, molecular biology, and bacteriology—so my everyday reflex is validating evidence, not just reviewing outputs.

Now, I’m active as a Junior Embryologist at Regina Maria Fertility Institute while also completing Sorbonne Université training in Reproductive Biology and ART. I audit medical AI outputs for hallucination risk, guideline compliance, and dataset integrity using ALCOA data integrity, IQC/EQC, SOP compliance, and discrepancy detection, including AI evaluation work like TRIPOD+AI (Verdict: 54/100 — NOT READY) and multi-domain dataset audits. I’m multilingual (Arabic, French, English, Romanian) and I’m looking to train and evaluate AI systems across the full medical content spectrum, immediately and preferably remote for EMEA/MENA.

Experience

Work history, roles, and key accomplishments

Current

Junior Embryologist & Andrology

Current

Regina Maria Fertility Institute

Jan 2024 - Present (2 years 6 months)

Junior embryologist and andrology specialist performing semen analysis and ART lab workflows. Executes IVF/ICSI-related laboratory procedures with systematic deviation detection and traceable EQC/SOP documentation.

Current

Medical Resident (Lab Med)

Current

Carol Davila University of Medicine & Pharmacy

Mar 2022 - Present (4 years 4 months)

Laboratory Medicine medical resident performing daily clinical diagnostics across biochemistry/clinical chemistry, haematology, immunology, molecular biology/virology, and bacteriology. Applies ALCOA, GxP, and IQC/EQC with audit-ready SOP compliance and traceable documentation.

Education

Degrees, certifications, and relevant coursework

Carol Davila University of Medicine and Pharmacy

Medical Residency, Laboratory Medicine

2022 -

Medical residency in Laboratory Medicine with clinical rotations across multiple specialties, plus laboratory diagnostics training. Includes biochemistry, haematology, immunology, molecular biology/virology, and bacteriology with ALCOA/GxP-aligned IQC/EQC and SOP compliance.

Sorbonne Université

Diplôme Universitaire (DU) in Reproductive Biology, Reproductive Biology

2023 - 2025

Specialised training in Reproductive Biology and ART. Covers medical foundation for evaluating reproductive medicine/embryology content for AI systems.

UMF Grigore T. Popa

Doctor of Medicine (MD), General Medicine

2015 - 2021

Six-year MD programme covering internal medicine, surgery, obstetrics & gynaecology, paediatrics, emergency medicine, and clinical pharmacology. Built broad multi-system clinical reasoning for AI evaluation across specialties.