Hosna (M.) M.
Data Scientist
Experience
Feb 2025 - Present
10 monthsCologne, Germany
Data Scientist
VelpTEC GmbH
- Machine learning and deep learning methods
- Programming & Data Science: Python (Pandas, NumPy, Scikit-learn, TensorFlow, OpenCV), SQL, MATLAB
Jul 2022 - Feb 2024
1 year 8 monthsCologne, Germany
Data Scientist
IT-Street GmbH
- Developed and deployed ML/DL models (e.g., LSTMs, Gradient Boosting) for time-series forecasting, energy price forecasting, improving trading strategies and operational planning through robust data pipelines and engineered features
- Led data preparation and performed model validation using Python and SQL to deliver actionable insights in volatile energy markets
- Machine learning & modeling: supervised and unsupervised learning, neural networks (CNNs, LSTMs), ANFIS, optimization techniques
- Data processing & analysis: Pandas, NumPy, SciPy, OpenCV, TensorFlow, Scikit-learn
Feb 2016 - Sep 2021
5 years 8 monthsHamedan, Iran, Islamic Republic of
RemoteML Consultant
TechPark
- Geospatial and remote sensing using Sentinel-1/2, MODIS, Landsat, Google Earth Engine, GDAL, Rasterio, Fiona, GeoPandas
- Data visualization with Power BI
- Version control and reporting
- Designed and advised on ML/DL solutions including predictive models, NLP, computer vision, and recommendation systems aligned with client-specific goals and data profiles
Sep 2013 - Sep 2021
8 years 1 monthHamedan, Iran, Islamic Republic of
Applied Researcher/Assistant Professor
University of Bu-Ali Sina
- Led research initiatives applying advanced data analytics to landscape ecology and environmental modeling
- Conducted rigorous environmental studies using machine learning and statistical methods to interpret complex ecological data
- Designed and delivered university-level courses in advanced data analytics, fostering student expertise in data-driven problem solving
Sep 2010 - Aug 2011
1 yearOslo, Norway
Visiting Researcher
Nofima
- Developed chemometric and statistical models (e.g., PCA, LDA, PLSR) for spectral data analysis
- Collaborated on quality control systems and implemented ML pipelines with domain-specific preprocessing (e.g., Savitzky-Golay filtering), feature selection, and robust validation techniques (e.g., cross-validation, RMSE, R, IQR, Mahalanobis distance)
Summary
Data Scientist and AI Engineer with extensive experience applying machine learning, statistical modeling, and geospatial analytics in complex data environments. Proven track record in managing interdisciplinary projects, building predictive models, and implementing data pipelines using remote sensing and IoT data. Strong programming skills in Python, and AI-driven problem solving. Passionate about scalable AI, cloud platforms, and sustainable tech solutions.
Languages
Persian
NativeEnglish
AdvancedGerman
IntermediateEducation
Sep 2008 - Dec 2012
University of Tehran
PhD · Information Technology for Precision Agriculture · Tehran, Iran, Islamic Republic of
Aug 2005 - Jul 2007
University of Tehran
M.Sc. · Mechatronics in Agriculture · Tehran, Iran, Islamic Republic of
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