プロフィール詳細

プロジェクトを作成

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Dr. Vladimir A.に依頼

Bulgaria

PhD Biophysics\Quantitative Genetics ·Statistical Analysis, Data Mining, Artificial intelligence, 10 years of experience

プロフィール概要

I am a researcher at the Institute of Plant Physiology and Genetics, Bulgarian Academy of Sciences, with over 10 years of experience at the intersection of biophysics, quantitative genetics, and computational data science. My work spans chlorophyll fluorescence analysis (OJIP transients, JIP-test parameters), thermoluminescence, delayed fluorescence, and MR820 signal processing — applied to drought stress, micronutrient deficiency, and crop performance in wheat and maize. On the quantitative genetics side, I design and execute full GWAS pipelines including SNP filtering, LD-based haploblock construction, heritability estimation, and mixed model analysis across multi-environment trials. I implement custom Python solutions using NumPy, SciPy, scikit-learn, and matplotlib for everything from raw signal processing to publication-ready figures. My data science toolkit covers multivariate statistics (PCA, LDA/CDA, MANOVA, cluster analysis), machine learning classification, independent component analysis (ICA), functional data analysis (FDA), and Kalman filtering. I have delivered complete statistical pipelines and manuscript-ready results for pharmacological studies, plant stress research, and agronomic trait analysis. I work fully remotely, communicate clearly in English, and deliver well-documented, reproducible analyses. Whether you need a consultant for a single analytical challenge or a long-term research collaborator, I bring both deep domain expertise and hands-on computational skills to every project.

専門分野

• ☆ Computational Biology
• ☆ Biostatistics
• ☆ Mathematical Biology
• ☆ Molecular Biology
• ☆ Genetics
• ☆ Biophysics
• ☆ Horticulture
• ☆ Data Analysis
• ☆ Data Processing
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Natural Language Processing
• ☆ Neural Networks
• ☆ Artificial Intelligence
• ☆ Deep Learning

サービス

• Writing

Writing Non-Medical Regulatory Writing, General Proofreading & Editing

職務経験

Assistant Professor

Bulgarian Academy of Sciences

2018 - 現在

Teacher of mathematics;

Sofia High School of Mathematics “Paisii Hilendarski”

2016 - 2017

Teacher of Physics;

133 High School „Aleksander Pushkin“,

2013 - 2014

Teacher of Physics and Mathematics:

Professional high school “Velizar Peev”;

2003 - 2006

学歴

PhD of Biophysics (Biology )

Sofia University Saint Kliment Ohridski

1月 2011 - 5月 2016

Master of applied mathematics (Mathematics and Informatics)

Sofia University Saint Kliment Ohridski

2008 - 2010

認定資格

• 認定資格の詳細は未入力です。

出版物

OTHER

Vladimir Aleksandrov(2019). Identification of nutrient deficiency in bean plants by prompt chlorophyll fluorescence measurements and Artificial Neural Networks . Cold Spring Harbor Laboratory

JOURNAL ARTICLE

(2017). Effects of nitrogen-deficiency on efficiency of light-harvesting apparatus in radish”. Plant Physiology and Biochemistry.

(2016). Prompt chlorophyll a fluorescence as a rapid tool for diagnostic changes in PSII structure inhibited by salt stress in Perennial ryegrass. JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY. B, BIOLOGY.

(2014). Artificial neural networks and their application in biological and agricultural researches . Signpost Open Access Journal of NanoPhotoBioSciences.

Kalaji, H.M., Oukarroum, A., Alexandrov, V., Kouzmanova, M., Brestic, M., Zivcak, M., Samborska, I.A., Cetner, M.D., Allakhverdiev, S.I., Goltsev, V.(2014). Identification of nutrient deficiency in maize and tomato plants by invivo chlorophyll a fluorescence measurements . Plant Physiology and Biochemistry. 81. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 16-25.

(2014). „Deficiency of nutrient elements in bean and maize plants analyzed by luminescent method“. Bulgarian Journal of Agricultural Science.

Krasteva, V., Alexandrov, V., Chepisheva, M., Dambov, S., Stefanov, D., Yordanov, I., Goltsev, V.(2013). Drought induced damages of photosynthesis in bean and plantain plants analyzed in vivo by chlorophyll a fluorescence . Bulgarian Journal of Agricultural Science. 19. (SUPPL. 2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 39-44.

Goltsev, V., Zaharieva, I., Chernev, P., Kouzmanova, M., Kalaji, H.M., Yordanov, I., Krasteva, V., Alexandrov, V., Stefanov, D., Allakhverdiev, S.I., et al.(2012). Drought-induced modifications of photosynthetic electron transport in intact leaves: Analysis and use of neural networks as a tool for a rapid non-invasive estimation . Biochimica et Biophysica Acta - Bioenergetics. 1817. (8). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1490-1498.

CONFERENCE POSTER

(2014). A NON-DESTRUCTIVE RECOGNITION OF NITROGEN DEFICIENCY IN RADISH PLANTS. Scientific Conference Plant Physiology and Genetics, Achievements and Challenges.

(2014). THE USE OF CHLOROPHYLL FLUORESCENCE AND ARTIFICIAL NEURAL NETWORKS FOR EARLY DETECTION OF MAGNESIUM DEFICIENCY IN RADISH PLANTS. Scientific Conference Plant Physiology and Genetics, Achievements and Challenges.

(2014). Application of Biophysical luminescence methods for plant phenotyping. Photosynthesis Research for Sustainability-2014" Pushchino, Russiain, honor of Vladimir A. Shuvalov;.

(2013). Effect of deficiency of macro- and micro-elements K, Ca and Fe in nutrient medium on photosynthesis in bean and maize plants analyzed by luminescent method. International Conference "Bioscience - development and new opportunities" Kliment’s Days, Sofia, Bulgaria.

(2012). Drought induced damages of photosynthetic machinery in Phaseolus vulgaris and Plantago major L. plants analysed by simultaneously recorded prompt and delayed chlorophyll a fluorescence inductions. Scientific Conference Kliment’s Days, Sofia, Bulgaria.

(2012). Influence of The Plasma Focus X-ray radiation on the Photosynthetic mechanism of bean leavs. 5th International Workshop & Summer School on Plasma Physics.

(2012). Biophysical phenotyping of photosynthetic machinery – an approach for estimation of plant physiological state and stress reaction at in vivo conditions. Seminar of ecology 2012. Sofia, Bulgaria.

(2011). Drought-induced modifications of the photosynthetic electron transport in intact leaves: analysis and a tool for a rapid non-invasive estimation.

CONFERENCE ABSTRACT

(2014). Application of luminescence methods for monitoring of plant physiology state. Scientific Conference Plant Physiology and Genetics, Achievements and Challenges , Sofia, Bulgaria.

CONFERENCE PAPER

(2012). Photosynthetic adaptation to changes in light environment in sun and shade plants. Seminar of ecology 2012. Sofia, Bulgaria.