Zahra K.
AI and Data Specialist
Experience
Jan 2025 - Dec 2025
1 yearGermany
AI and Data Specialist
BioScience Valuation
- Solving complex challenges in life sciences and healthcare analytics through the development of advanced machine learning algorithms and large language models (LLMs).
Jan 2025 - Dec 2025
1 yearMachine Learning Engineer
Mangomedical
- Designed and implemented advanced computer vision and deep learning methods to address the bone reduction and alignment problem in medical imaging.
Jan 2021 - Dec 2024
4 yearsParental Leave and Professional Development
- Achieved B2 level in German.
- Engaged in projects in computer vision and generative models, learning new techniques such as LLMs and their methodologies to expand technical expertise.
Jan 2018 - Dec 2020
3 yearsProject Manager as Postdoctoral Researcher
- Research on machine/deep learning methods in computer and robot vision.
- Algorithm innovation: pioneered the development and implementation of robust models using Python, TensorFlow, Keras, Pandas, NumPy, and scikit-learn to solve complex problems in computer and robot vision.
- Dataset creation: generated a new dataset for the camera pose estimation problem, enhancing the resources available for advancing research in the domain.
- Publication success: published research findings in prominent journals in the fields of machine learning, computer vision, and robotics.
- Experimental evaluation: led extensive experimental evaluations on camera pose estimation and visual servoing in collaboration with our team.
- Mentoring: supervised and supported master’s theses, including guidance and oversight throughout the entire research and development process.
Jan 2017 - Dec 2020
4 yearsLecturer
Univ. of Isfahan & Shahid Ashrafi Isfahani Univ.
- Lecturer in computer programming, artificial intelligence, deep learning, compiler designing, computer simulation courses.
Jan 2015 - Dec 2016
2 yearsGermany
Research Visitor
Technical University of Munich
- Chair: Computer Aided Medical Procedures & Augmented Reality (CAMPAR) under the supervision of Prof. Nassir Navab.
- Research: development of deep learning methods for image co-segmentation.
Jan 2011 - Dec 2018
8 yearsResearch Associate as PhD Student
- Research in computer vision and machine/deep learning approaches.
- Innovative algorithm development: designed, developed and implemented innovative approaches with MATLAB & C++ to solve complex problems in image/video segmentation.
- Statistical and predictive analytics: applied advanced statistical analysis techniques and optimization algorithms to enhance efficiency and performance metrics.
- Publication success: published the achievements in conferences and outstanding journals.
- Documentation, presentation and reporting.
Jan 2009 - Dec 2013
5 yearsLecturer
Languages
English
AdvancedGerman
IntermediateEducation
Oct 2011 - Jun 2018
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PhD in Artificial Intelligence, Image co-segmentation based on label propagation with application on video annotation · Artificial Intelligence · AGP 18.8/20
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MSc in Software Engineering, Persian Handwritten Postal Code Detetion and Recognition on Real Postal Envelops · Software Engineering · AGP 18.49/20
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BSc in Software Engineering · Software Engineering · AGP 16.81/20
Certifications & licenses
German Course B2 for Work with a B2 Telc Certificate
German Course with DTZ B1 Certificate
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