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KYurduseven/README.md

Hi, I’m Kübra Yurduseven

I am an EU R&D Project Manager and MSc Artificial Intelligence researcher working at the intersection of European research, digital platforms, sustainability, and applied machine learning.

For more than seven years, I have contributed to Horizon 2020 and Horizon Europe projects—from proposal development and consortium coordination to deliverables, risk and quality management, stakeholder engagement, and digital-platform delivery. Alongside this work, I am strengthening my technical practice through applied AI projects and research.

What I work on

  • EU research and innovation project management
  • Requirements and delivery coordination for digital platforms
  • Machine learning, computer vision, data mining, and statistical analysis in Python
  • Industry 5.0, circular economy, and sustainable industrial systems
  • Biomedical AI and deep-learning surrogate modelling

Featured work

Project What it demonstrates
Industry 5.0 Wiki - Product Case Study Requirements translation, content architecture, partner coordination, validation, QA, and platform delivery
Computer Vision Algorithms Harris–SuperPoint keypoint analysis and SAD–RAFT-Stereo depth-estimation experiments
Sleep Disorder Risk Analysis Statistical analysis, feature separability, PCA/LDA, clustering, and hypothesis testing
House Price Data Mining Leakage-safe preprocessing, feature selection, PCA, model comparison, and cross-validation
Human Pose Estimation Reproduction Literature-to-code study using PyTorch heatmap regression and a compact hourglass network
Machine Learning Algorithms KNN, decision trees, random forests, and ensemble-learning experiments

Tools

Python · PyTorch · scikit-learn · OpenCV · pandas · NumPy · SciPy · Jupyter · Git

Connect

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  1. industry-5-0-wiki-case-study industry-5-0-wiki-case-study Public

    Digital product coordination case study for a Horizon Europe Industry 5.0 knowledge platform.

  2. computer-vision-algorithms computer-vision-algorithms Public

    Classical and deep computer-vision comparisons for keypoint detection and stereo depth estimation.

    Jupyter Notebook

  3. sleep-disorder-risk-analysis sleep-disorder-risk-analysis Public

    Statistical and unsupervised analysis of sleep-disorder risk patterns in a synthetic dataset.

    Jupyter Notebook

  4. house-price-data-mining house-price-data-mining Public

    Leakage-safe feature selection, PCA and model comparison for house-price prediction.

    Python

  5. human-pose-estimation-reproduction human-pose-estimation-reproduction Public

    A compact PyTorch hourglass reproduction study for upper-body pose estimation on FLIC.

    Python

  6. machine-learning-algorithms machine-learning-algorithms Public

    From-scratch and scikit-learn experiments across classification, regression, trees and ensembles.

    Jupyter Notebook