Hosna (M.) Monavar

Data Scientist

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Cologne, Germany

Experience

Feb 2025 - Present
1 year
Cologne, Germany

Data Scientist

VelpTEC GmbH

Jul 2022 - Feb 2024
1 year 8 months
Cologne, Germany

Data Scientist

IT-Street GmbH

  • Developed and deployed ML/DL models (e.g., LSTMs, gradient boosting) for time-series forecasting and 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.
Feb 2016 - Sep 2021
5 years 8 months
Hamedan, Iran, Islamic Republic of

ML Consultant

TechPark

  • 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 month
Hamedan, 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 year
Oslo, Norway

Visiting Researcher

Nofima

  • Developed chemometric and statistical models (e.g., PCA, LDA, PLSR) for spectral data analysis, collaborating on quality control systems and implementing 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.

Skills

  • Machine Learning And Deep Learning Methods.
  • Programming & Data Science: Python (Pandas, Numpy, Scikit-learn, Tensorflow, Opencv), Sql, Matlab
  • Machine Learning & Modeling: Supervised / Unsupervised Learning, Time-series Forecasting, Neural Networks (Cnns, Lstms), Anfis, Optimization Techniques
  • Data Processing & Analysis: Pandas, Numpy, Scipy, Opencv, Tensorflow, Scikit-learn
  • Geospatial & Remote Sensing: Sentinel-1/2, Modis, Landsat, Google Earth Engine (Gee), Gdal, Rasterio, Fiona, Geopandas
  • Data Visualization: Power Bi
  • Version Control & Reporting

Languages

Persian
Native
English
Advanced
German
Intermediate

Education

Sep 2008 - Dec 2012

University of Tehran

PhD in Information Technology for Precision Agriculture · Information Technology for Precision Agriculture · Tehran, Iran, Islamic Republic of

Aug 2005 - Jul 2007

University of Tehran

M.Sc. in Mechatronics in Agriculture · Mechatronics in Agriculture · Tehran, Iran, Islamic Republic of

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