Aiham Taleb profile photo

Aiham Taleb

Senior Scientist - Generative AI at Amazon | PhD in AI / Machine Learning

Germany
500+ connections
Aiham Taleb on LinkedIn

Updated 8 months ago

16+

Years Experience

9

Roles

36

Skills

4

Education

About

I'm currently working as a Senior Applied Scientist at Amazon Web Services, helping customers in their Generative AI journeys. I recently obtained my PhD in Machine Learning, particularly in Unsupervised Deep Learning methods. 5+ years industry experience in Machine Learning applications in several areas including computer vision, sales/marketing, speech and natural language processing. - I hold a master's degree in Computer Science from the Technical University of Munich (TUM). My main specialization area is Machine Learning - I'm proficient in diverse technologies and skills that are presented in the "Skills & Expertise"​ section - I participated in the development of multiple software projects that are shown under "Projects"​ Specialties: * Machine Learning / Deep Learning * Computer Vision * Natural Language Processing * Software Engineering Profiles: - Google Scholar: : https://scholar.google.com/citations?user=t1zp7IYAAAAJ - University page: https://hpi.de/lippert/team/aiham-taleb.html - Twitter: https://twitter.com/AihamTaleb

Experience (9 roles)

Full-time · 3 yrs

2 roles · Aug 2022 - Present

Senior Applied Scientist

Current
Apr 2025 - Present · 4 mos·Berlin, Germany

Working on Generative AI use cases with AWS customers, to help them build innovative applications backed with GenAI capabilities Skills: Generative AI · Deep Learning · Computer Vision · Machine Learning · Natural Language Processing (NLP)

Applied Scientist - Generative AI

Aug 2022 - Apr 2025 · 2 yrs 9 mos·Berlin, Germany

Working on Generative AI at Amazon Web Services https://aws.amazon.com/generative-ai/innovation-center/ Skills: Natural Language Processing (NLP) · Software Engineering · Programming · Computer Vision · Machine Learning · Deep Learning · Research · Generative AI

SAP · Full-time

Research Associate

SAP · Full-time

Feb 2019 - Jul 2019 · 6 mos·Berlin Area, Germany

Worked with the machine learning research team at SAP for 6 months on a joint research project in Self-Supervised learning on multi-modal imaging data Skills: Programming

Hasso Plattner Institute · Full-time

Research Assistant & PhD Candidate

Hasso Plattner Institute · Full-time

May 2018 - Aug 2022 · 4 yrs 4 mos·Berlin Area, Germany

* Researching unsupervised (self-supervised) deep learning methods for multimodal (healthcare) data, in the chair of Machine Learning & Digital Health, led by Prof. Dr. Christoph Lippert. * Supervising student research projects. * Teaching machine / deep learning courses to masters and bachelors stu...

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Education (4)

Hasso Plattner Institute

Hasso Plattner Institute

May 2018 - Dec 2022

Machine Learning / Deep Learning methods and their applications on multi-modal (healthcare) data. Title of PhD thesis: Self-supervised deep learning methods for medical image analysis PhD Supervisor: Prof. Dr. Christoph Lippert Link to PhD Dissertation: https://publishup.uni-potsdam.de/frontdoor/index/index/docId/64408

Technical University of Munich

Technical University of Munich

Oct 2013 - Jul 2015

Grade: 1.7 (equivalent to A or 90%) Main specialization area is Machine Learning. My thesis was with the title "Audio-based characterization of conversations with channel compensation", more details in "projects". My minors were "Software Engineering" and "Algorithms and Scientific Computing".

Damascus University

Damascus University

2007 - 2012

Grade: 80% Specialized in Artificial Intelligence. Graduated with "Very Good" Grading. Developed several projects related to Machine Learning, Computer Vision, Genetic Algorithms and Computer Graphics.

Skills (36)

JavaScriptMatlabOpenGLGenerative AIComputer VisionMachine LearningSoftware EngineeringDockerDeep LearningC++TensorFlowAWSPHPJavaScriptMySQLHTML5CSS3PythonTensorFlowDockerKubernetesAzureRESTful APIsJavaGradleHTML5JavaNatural Language Processing (NLP)Software DevelopmentResearchC#tensorflowPythonPHPWeb DevelopmentProgramming
Certifications (1)

AWS Certified Cloud Practitioner

Amazon Web Services (AWS)

Publications (4)

3D Self-Supervised Methods for Medical Imaging

Proceedings of Advances in Neural Information Processing Systems 33 (NeurIPS 2020) · Dec 1, 2020

Self-Supervised Learning Methods for Label-Efficient Dental Caries Classification

Diagnostics · May 12, 2022

Multimodal Self-Supervised Learning for Medical Image Analysis

IPMI 2021, NeurIPS 2019 Workshops

ContIG: Self-supervised Multimodal Contrastive Learning for Medical Imaging with Genetics

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022) · Jun 1, 2022

Languages (3)
Arabic(Native or bilingual proficiency)English(Native or bilingual proficiency)German(Limited working proficiency)
Volunteer Experience (1)

Deaf Teaching Project

Ima'a Project, Damascus

Jun 2010 - Aug 2010 · 3 mos

Frequently Asked Questions

What is Aiham Taleb's current role?
Aiham Taleb is currently working as Senior Applied Scientist at Full-time · 3 yrs.
Where did Aiham Taleb study?
Aiham Taleb studied PhD, Computer Science at Hasso Plattner Institute. They have 4 education entries on their profile.
What skills does Aiham Taleb have?
Aiham Taleb's top skills include JavaScript, Matlab, OpenGL, Generative AI, Computer Vision. They have 36 skills listed on their profile.
Where is Aiham Taleb based?
Aiham Taleb is based in Germany.

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