Hello! 👋I'm Artur, a versatile engineer with expertise in AI/ML, Data Science, Mechanical Engineering, and CFD. With a Master's in Applied Mathematics and Computer Science and a background in Aerospace Engineering, I bring a unique blend of skills to tackle complex technical challenges.🚀 Key Skills & Experience:AI/ML: Developed RAG systems, computer vision algorithms, and generative AI solutionsData Science/Engineering: Implemented data pipelines, optimized cloud configurations (AWS, Azure)Mechanical Engineering: Designed and optimized critical components for aviation enginesCFD/FEA: Conducted numerical simulations for biotechnological equipment and heat exchangersProgramming: Proficient in Python, PyTorch, OpenCV, LangChain, ANSYS, Siemens NX🎓 Education:Master's in Applied Mathematics and Computer Science, Moscow Institute of Physics and TechnologySpecialist Degree (BS + MS Equivalent) in Design of Aircraft and Rocket Engines, Ufa State Aviation Technical University🏆 Achievements:Awarded President Research Fellowship for PhD studies at the University of Texas1st place in Aviation Engines OlympiadMultiple awards in Mechanical Engineering OlympiadsOutside of work, I enjoy hiking, swimming, and cycling. Let's connect and explore how we can innovate together!📧 kireev.artur@gmail.com🔗 linkedin.com/in/artur-kireev
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Data ScientistGenerous EnergyBatumi, Adjara, Ge -
Machine Learning EngineerThinkingmindai Aug 2023 - PresentNetherlands- Developed an end-to-end RAG system prototype using LangChain, Neo4j, GPT, and spaCy, improving query response accuracy for processing 600+ legal documents.- Developed a core algorithm for generating 3D models from textual descriptions for a gaming project.- Analyzed existing algorithms to identify the fastest and highest-quality mesh generation methods.- Configured AWS server for model deployment and training.- Set up generation of style-specific intermediate model images for investor demonstrations.- Developed an application for changing clothing in photos based on textual descriptions, preserving facial features and pose.- Used modern Computer Vision algorithms to improve modified images to increase realism.- Implemented face and hand reconstruction algorithms, surpassing competitor image quality.- Researched and evaluated new ML technologies, training and deploying models for computer vision tasks. -
Computational Fluid Dynamics EngineerBiotechno Group Sep 2022 - Jun 2024- Developed optimization programs using genetic algorithms and linear equation solvers, reducing calculation times from days to hours for heat exchange equipment design and pipeline network analysis.- Implemented and optimized Computational Fluid Dynamics (CFD) and Finite Element Analysis (FEA) simulations, improving design efficiency for biotechnological equipment.- Mentored engineers in numerical modeling techniques, fostering a culture of continuous learning and innovation.
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Design EngineerUfa Engine Industrial Association Ojsc Jan 2019 - Dec 2019- Developed programs to automate the process of aligning multiple computational models and for automating the assessment of low-cycle fatigue using the Coffin-Manson equation. These programs significantly reduced the time required for numerical calculations.- Presented a report at the All-Russian Conference of Young Engineers, showcasing a program created by me for the automatic generation of 3D models of aviation engine components and their gradient-free multi-criteria optimization.-
Artur K. Education Details
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Mathematics And Computer Science
Frequently Asked Questions about Artur K.
What company does Artur K. work for?
Artur K. works for Generous Energy
What is Artur K.'s role at the current company?
Artur K.'s current role is Data Scientist.
What schools did Artur K. attend?
Artur K. attended Moscow Institute Of Physics And Technology (State University) (Mipt), Ufa State Aviation Technical University.
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