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Hi, I’m Yehia Hesham Said Aly Ahmed. I’m a ML Engineer with extensive industry and research experience, focused on building scalable, reliable software for critical applications in automotive and healthcare, and advancing deep learning models with robustness and explainability. I enjoy collaborating across disciplines to translate complex AI research into practical, trustworthy solutions. I thrive on designing robust pipelines, benchmarking models, and improving tooling and workflows to accelerate impact. I’m passionate about uncertainty quantification, OOD detection, and xAI, and I like translating abstract concepts into tangible products that help clinicians, engineers, and stakeholders make better decisions.…Hi, I’m Yehia Hesham Said Aly Ahmed. I’m a ML Engineer with extensive industry and research experience, focused on building scalable, reliable software for critical applications in automotive and healthcare, and advancing deep learning models with robustness and explainability. I enjoy collaborating across disciplines to translate complex AI research into practical, trustworthy solutions. I thrive on designing robust pipelines, benchmarking models, and improving tooling and workflows to accelerate impact. I’m passionate about uncertainty quantification, OOD detection, and xAI, and I like translating abstract concepts into tangible products that help clinicians, engineers, and stakeholders make better decisions.

Yehia Hesham Said Aly Ahmed

Data Scientist, AI Engineer, Full Stack Developer, +2

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Hi, I’m Yehia Hesham Said Aly Ahmed. I’m a ML Engineer with extensive industry and research experience, focused on building scalable, reliable software for critical applications in automotive and healthcare, and advancing deep learning models with robustness and explainability. I enjoy collaborating across disciplines to translate complex AI research into practical, trustworthy solutions. I thrive on designing robust pipelines, benchmarking models, and improving tooling and workflows to accelerate impact. I’m passionate about uncertainty quantification, OOD detection, and xAI, and I like translating abstract concepts into tangible products that help clinicians, engineers, and stakeholders make better decisions.…Hi, I’m Yehia Hesham Said Aly Ahmed. I’m a ML Engineer with extensive industry and research experience, focused on building scalable, reliable software for critical applications in automotive and healthcare, and advancing deep learning models with robustness and explainability. I enjoy collaborating across disciplines to translate complex AI research into practical, trustworthy solutions. I thrive on designing robust pipelines, benchmarking models, and improving tooling and workflows to accelerate impact. I’m passionate about uncertainty quantification, OOD detection, and xAI, and I like translating abstract concepts into tangible products that help clinicians, engineers, and stakeholders make better decisions.

Available to hire

Hi, I’m Yehia Hesham Said Aly Ahmed. I’m a ML Engineer with extensive industry and research experience, focused on building scalable, reliable software for critical applications in automotive and healthcare, and advancing deep learning models with robustness and explainability. I enjoy collaborating across disciplines to translate complex AI research into practical, trustworthy solutions.

I thrive on designing robust pipelines, benchmarking models, and improving tooling and workflows to accelerate impact. I’m passionate about uncertainty quantification, OOD detection, and xAI, and I like translating abstract concepts into tangible products that help clinicians, engineers, and stakeholders make better decisions.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Work Experience

Software Engineer – Computational Pathology at AstraZeneca

August 1, 2025 - November 12, 2025

Develop and automate computational pathology pipelines for biomarker discovery and diagnostics; build and maintain ML tools for image and clinical data processing; collaborate cross-functionally with data scientists, pathologists, and bioinformaticians to integrate AI-based solutions; improve code quality, test coverage, and workflow efficiency.

ML Research Engineer: Safety Assurance for AI at IKS

March 1, 2025 - March 1, 2025

Reviewed, reproduced, and benchmarked state-of-the-art OOD robustness and Explainable AI methods; integrated embedding-based OOD detection and similarity search into the evaluation framework; built Streamlit apps and reusable pipelines; documented 500+ robustness failure cases across 3 datasets to enable systematic diagnosis of perception model failures.

ML Research Engineer: Safety Assurance for AI at IKS

September 1, 2024 - September 1, 2024

Reviewed, reproduced and benchmarked OOD, robustness, and Explainable AI (xAI) methods; implemented embedding-based OOD detection and similarity search within evaluation workflows; developed Streamlit apps and reusable pipelines; curated 500+ robustness failure cases across 3 datasets, enabling systematic diagnosis of perception model failure modes.

ML Researcher at The American University in Cairo (AUC)

June 1, 2021 - June 1, 2021

Developed and integrated ML models into an ensemble using PyTorch; participated in research activities.

Embedded Software Engineer at Valeo (ECF), Smart Village

September 1, 2021 - September 1, 2021

Led design and implementation for a new target AURIX TC3xx and its safety mechanisms; built knowledge base, integrated and configured MCAL layer, reported supplier bugs; developed and configured features, RTE, OS, memory and comm stacks; implemented AUTOSAR modules in C/C++; created Python automation scripts to improve code quality and efficiency.