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Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: YOLO

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mulhamfetna/README.md

Mulham Fetna

Mechatronics engineering student (University of Aleppo) working on data science, machine learning and quantitative research in Python. Founder of Neurobotics Academy.

Work with me: Upwork · Trading strategy validation · mulhamfetna.com · contact@mulhamfetna.com · ORCID

Skills and where to see them

Area Tools Project
Quantitative research Python, NumPy, pandas, Optuna, bootstrap and permutation tests, power analysis trading-strategy-finder
Machine learning scikit-learn, XGBoost, LightGBM, CatBoost, cross-validation, feature engineering ai-cup-2026-bird-classification
Model deployment FastAPI, Docker, pytest, GitHub Actions kaggle-playground-series-s6e4
Deep learning and signals TensorFlow/Keras, MobileNetV2, PyWavelets (CWT scalograms) pmsm-fault-diagnosis-cnn-scalogram
Data apps and teaching Streamlit, Plotly, 35 interactive data modules Data-Lab
Research data and statistics literature meta-analysis, SciPy, leave-one-out validation, Gradio geomind-radionuclide-adsorption
Robotics and sensing ROS 2, MediaPipe, MuJoCo, Sionna RT, particle filters ros2-tendon-driven-hand… · wifi-radar-slam

Papers (SSRN, 2026)

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  1. Data-Lab Data-Lab Public

    Free, hands-on data-literacy lab for non-coders — 68 interactive demos across the full data lifecycle: cleaning, analysis, machine learning, generative AI, and the statistical traps that fool decis…

    Python 1

  2. trading-strategy-finder trading-strategy-finder Public

    Reproducible quantitative-analysis framework for futures trading-strategy discovery and validation: box-level signal engines, multi-objective optimization, extreme-value risk modelling, and pre-reg…

    Python 1

  3. geomind-radionuclide-adsorption geomind-radionuclide-adsorption Public

    Framework aluminium governs radionuclide uptake in geopolymers: an audited meta-analysis database, a validated forward model, and an interactive Virtual Lab. AGPL-3.0.

    Jupyter Notebook

  4. ai-cup-2026-bird-classification ai-cup-2026-bird-classification Public

    Python

  5. kaggle-playground-series-s6e4 kaggle-playground-series-s6e4 Public

    Python

  6. pmsm-fault-diagnosis-cnn-scalogram pmsm-fault-diagnosis-cnn-scalogram Public

    Fault diagnosis for PMSM motors: CWT wavelet scalograms + CNN. Reproducible Python pipeline (MATLAB-free) with synthetic generator and real-dataset loaders.

    HTML