Results-driven Machine Learning Engineerwith a PhD in Medical Informaticsand both MSc & BSc in Computer Engineering. Over 5 years of experience designing and deploying deep learning and Large Language Model (LLM)systems across computer vision, predictive analytics, and natural language understanding.

Rahleh Mahboub Farimani

Results-driven Machine Learning Engineerwith a PhD in Medical Informaticsand both MSc & BSc in Computer Engineering. Over 5 years of experience designing and deploying deep learning and Large Language Model (LLM)systems across computer vision, predictive analytics, and natural language understanding.

Available to hire

Results-driven Machine Learning
Engineerwith a PhD in Medical
Informaticsand both MSc & BSc in
Computer Engineering. Over 5 years of
experience designing and deploying deep
learning and Large Language Model
(LLM)systems across computer vision,
predictive analytics, and natural language
understanding.

See more

Experience Level

Expert
Expert
Expert
Expert

Language

Persian
Fluent
English
Advanced

Work Experience

Machine Learning Engineer (Team Lead) at Hooshmand Binesh Salamat - Farada Tech
September 30, 2023 - September 30, 2023
Led a machine learning engineering team, architected production-grade ML systems and cloud-based inference pipelines. Implemented robust data preprocessing, feature extraction, and model deployment strategies using Python, PyTorch/TensorFlow, and Docker. Built explainability modules with SHAP and Grad-CAM to increase transparency for clinical applications. Collaborated with DevOps to ensure reliability, monitoring, and scalable inference in cloud environments.
Machine Learning Developer / Researcher at Mashhad University of Medical Sciences
October 1, 2022 - October 1, 2022
Developed ML-based solutions for medical informatics research. Built data pipelines with Python, TensorFlow, Scikit-learn, Pandas, and HuggingFace; conducted experiments on clinical datasets; evaluated models and contributed to publications.
Machine Learning Engineer at Khatam-ol-Anbia Hospital
October 1, 2022 - October 1, 2022
Implemented ML workflows for hospital data analytics using Python, PyTorch, Scikit-learn, NumPy, and Matplotlib. Built end-to-end pipelines for data preprocessing, modeling, and evaluation; collaborated with clinicians on research related to decision-support systems.

Education

Bachelor of Science in Software Engineering at Bahonar University of Shiraz
October 1, 2000 - October 1, 2004
Master of Science in Software Engineering at Azad University of Mashhad
October 1, 2010 - February 1, 2013
PhD in Medical Informatics at Kerman University of Medical Sciences
October 1, 2018 - November 1, 2023

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Healthcare, Education, Professional Services, Life Sciences

Experience Level

Expert
Expert
Expert
Expert

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