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Hire Dr. Aleksei M.

France

USD 200 /hr

AI for materials and industrial applications

Profile Summary

I am creating computer vision models for detection of anomalies, like cracks and missing components, detection of corrosion and reconstruction of 3D space from image data I hold a PhD on the intersection of Machine Learning and Material Science and I have published 20+ research papers in this domain

Subject Matter Expertise

• ☆ Materials Science & Engineering
• ☆ Corrosion
• ☆ Data Analysis
• ☆ Computer Vision
• ☆ Python
• ☆ SQL
• ☆ LaTex
• ☆ Scikit-learn
• ☆ Markup Languages

Services

• Research
• Data & AI

Research Technology Scouting, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Visualization, Text Mining & Analytics, Data Cleaning, Data Processing, Data Insights

Work Experience

Université Paris Cité

- Present

Doctoral Student

CNRS, France

February 2023 - December 2025

Educator

Saint Petersburg State Institute of Technology

September 2022 - February 2023

Research Engineer

ICS RAS

October 2018 - February 2023

Education

PhD

Universite Paris Cite

February 2023 - December 2025

MSc.

Saint Petersburg State Institute of Technology

September 2019 - July 2021

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Shevchenko, V.Y., Dolgin, A.S., Sychov, M.M., Makogon, A.I., Perevislov, S.N.(2024). Ideal: A promising diamond-silicon carbide composite for enhanced ceramic armor . Ceramics International. 50. (3). p. 4264-4273.

Makogon, A., Noël, J.-M., Kanoufi, F., Shkirskiy, V.(2024). Deciphering the Interplay between Local and Global Dynamics of Anodic Metal Oxidation . Analytical Chemistry. 96. (3). p. 1129-1137.

Makogon, A., Kanoufi, F., Shkirskiy, V.(2024). Is Unsupervised Dimensionality Reduction Sufficient to Decode the Complexities of Electrochemical Impedance Spectra? . ChemElectroChem.

Godeffroy, L., Makogon, A., Gam Derouich, S., Kanoufi, F., Shkirskiy, V.(2023). Imaging and Quantifying the Chemical Communication between Single Particles in Metal Alloys . Analytical Chemistry. 95. (26). p. 9999-10007.

Li, R., Makogon, A., Galochkina, T., Lemineur, J.-F., Kanoufi, F., Shkirskiy, V.(2023). Unsupervised Analysis of Optical Imaging Data for the Discovery of Reactivity Patterns in Metal Alloy . Small Methods. 7. (10).

Shevchenko, V.Y., Makogon, A.I., Sychov, M.M., Nosonovsky, M., Skorb, E.V.(2022). Reaction-Diffusion Pathways for a Programmable Nanoscale Texture of the Diamond-SiC Composite . Langmuir. 38. (49). p. 15220-15225.

Shevchenko, V.Y., Sychev, M.M., Makogon, A.I.(2021). Modeling Reaction–Diffusion Processes of the Formation of Diamond–Silicon Carbide Composites . Glass Physics and Chemistry. 47. (4). p. 289-296.

Shevchenko, V.Y., Makogon, A.I., Sychov, M.M.(2021). Modeling of reaction-diffusion processes of synthesis of materials with regular (periodic) microstructure . Open Ceramics. 6.

Makogon, A.I., Balabanov, S.V., Sychev, M.M.(2021). The Influence of the Size of the Unit Cell on the Physical and Mechanical Properties of Samples with the Schwartz Primitive Topology . Glass Physics and Chemistry. 47. (5). p. 505-507.

Balabanov, S.V., Makogon, A.I., Sychev, M.M., Evstratov, A.A., Regazzi, A., Lopez-Cuesta, J.M.(2020). 3D Printing and Mechanical Properties of Polyamide Products with Schwartz Primitive Topology . Technical Physics. 65. (2). p. 211-215.

Arsentev, M.Y., Balabanov, S.V., Makogon, A.I., Sychev, M.M.(2019). Experimental and Theoretical Studies of the Mechanical Properties of 3D Printed Polyamide Products of the Schwarz Primitive Topology . Glass Physics and Chemistry. 45. (6). p. 599-602.

OTHER

Makogon, A., Noël, J.-M., Kanoufi, F., Shkirskiy, V.(2023). Deciphering the Interplay between Local and Global Dynamics of Anodic Metal Dissolution . SSRN.

Makogon, A., Noël, J.-M., Kanoufi, F., Shkirskiy, V.(2023). Deciphering the Interplay between Local and Global Dynamics of Anodic Metal Oxidation . ChemRxiv.

Makogon, A., Kanoufi, F., Shkirskiy, V.(2023). Is Unsupervised Dimensionality Reduction Sufficient to Decode the Complexities of Electrochemical Impedance Spectra? . ChemRxiv.

Li, R., Makogon, A., Galochkina, T., Lemineur, J.-F., Kanoufi, F., Shkirskiy, V.(2023). Unsupervised Analysis of Optical Imaging Data for the Discovery of Reactivity Patterns in Metal Alloy . ChemRxiv.

Godeffroy, L., Makogon, A., Derouich, S.G., Kanoufi, F., Shkirskiy, V.(2022). Imaging and quantifying the chemical communication between single particles in metal alloy . ChemRxiv.

Shevchenko, V.Ya., Makogon, A.I., Sychov, M.M., Nosonovsky, M., Skorb, E.V.(2022). Reaction-diffusion pathways for a programmable nanoscale texture of diamond-SiC composite . arXiv.

CONFERENCE PAPER

Makogon, A.I., Balabanov, S.V., Koshevaya, K.S., Sychov, M.M.(2022). Impact of Modeling Method on Geometry and Mechanical Properties of Samples with TPMS Structure . Lecture Notes in Networks and Systems. 422. p. 203-211.

Balabanov, S., Sychov, M., Koshevaya, K., Makogon, A., Gravit, M.(2022). Study of isotropy of mechanical properties of the TPMS-based cellular structures . E3S Web of Conferences. 363.

Dolgin, A.S., Makogon, A.I., Bogdanov, S.P.(2021). Development of 3d printing technology with ceramic paste and study of properties of printed corundum products . Materials Science Forum. 1040 MSF. p. 178-184.

Balabanov, S.V., Makogon, A.I., Arsentiev, M.Yu., Sychev, M.M.(2021). Mechanical properties of samples based on schwartz-p minimal surface . Materials Science Forum. 1040 MSF. p. 185-190.

Balabanov, S.V., Makogon, A.I., Sychov, M.M., Gravit, M.V., Kurakin, M.K.(2019). Mechanical properties of 3D printed cellular structures with topology of triply periodic minimal surfaces . Materials Today: Proceedings. 30. p. 439-442.