In my role as a Software Developer in Computer Vision at Senodis Technologies GmbH, based in Dresden, Germany, I've spearheaded projects for nearly two years. From conducting integration and performance testing to refactoring and containerizing hashing prototypes, I've led the transition to Vector databases and introduced innovative testing pipelines. Leveraging AI-Developer tools, I've streamlined code development and explored graph algorithms for perceptual hashing applications.♦ Spearheaded integration and performance testing for a perceptual image hashing project, collaborating with external developers.♦ Refactored, serverized, and containerized a hashing software prototype, enhancing its object-oriented structure and functionality.♦ Explored and tested localization and segmentation techniques (UNet, Yolo, MaskRCNN), conducting performance evaluations on company servers.♦ Led the transition from NoSQL to Vector databases, assessing solutions with Faiss and implementing a Qdrant database DB Client.♦ Initialized the development of a testing pipeline, introducing clustering metrics via DVC (data versioning control) pipelines.♦ Extensively utilized AI-Developer tools (Copilot, ChatGPT) to streamline code development and testing processes.♦ Learned and experimented with graph algorithms, graph embedding, and GNN for perceptual hashing applications.♦ Championed the implementation of a comprehensive testing infrastructure and metrics for continuous improvement.

As a Research Assistant at Ruhr University Bochum's Department of Civil and Environmental Engineering from October 2020 to April 2022, I dedicated 1 year and 7 months to advancing concrete damage detection. My tasks included data annotation and COCO dataset preparation, as well as training deep learning models on an HPC system. I adeptly utilized Python, TensorFlow, Keras, Scikit-learn, Numpy, Mask-RCNN, ResNet, COCO annotator, and Linux in this research role.♦ Conducted data annotation and prepared the COCO dataset.♦ Trained deep learning models for concrete damage detection on an HPC system.♦ Utilized Python, TensorFlow, Keras, Scikit-learn, Numpy, Mask-RCNN, ResNet, COCO annotator, and Linux.♦ Contributed to research at Ruhr University Bochum, Department of Civil and Environmental Engineering.♦ Applied machine learning techniques for enhanced concrete damage identification.♦ Collaborated with a multidisciplinary team to optimize model performance.♦ Acquired proficiency in diverse tools, including TensorFlow and Mask-RCNN.♦ Actively participated in the preparation and annotation of the COCO dataset.♦ Contributed 1 year and 7 months of dedicated service to the research objectives.

As a Master Thesis Student at Research Center Jülich - Institute of Energy and Climate Research (IEK-13) from November 2020 to November 2021, I spent 1 year and 1 month contributing to the development of an autonomous optimization framework for Molecular Dynamics Simulations. My role involved applying an Active Learning Approach, specifically Bayesian Optimization and Gaussian Processes, for multi-scale bridging. Additionally, I prepared and conducted online tutorials and presentations, extensively utilizing HPC systems and technologies such as Python, Tensorflow, Keras, GPy, GPyOpt, Scikit-learn, Pandas, Numpy, Matplotlib, Slurm, Linux, GROMACS, and LAMMPS.♦ Developed an autonomous optimization framework for Molecular Dynamics Simulations.♦ Applied Active Learning Approach (Bayesian Optimization + Gaussian Processes) for multi-scale bridging.♦ Prepared and ran online tutorials and presentations.♦ Extensively used HPC systems for computational simulations.♦ Utilized a skill set including Python, Tensorflow, Keras, GPy, GPyOpt, Scikit-learn, Pandas, Numpy, Matplotlib, Slurm, Linux, GROMACS, and LAMMPS.♦ Contributed to the advancement of parameterization techniques in the field.♦ Gained expertise in applying machine learning to enhance simulation accuracy.♦ Played a key role in integrating advanced optimization methods into research practices.♦ completed a comprehensive Master Thesis within the specified timeframe.

As a Programmer at Open Grid Europe GmbH from September 2018 to February 2020 in Essen, Germany, I dedicated 1 year and 6 months to enhancing gas transport operations. My responsibilities included scripting for data processing to facilitate analysis and optimization of the gas transport system. I also played a crucial role in supporting and upgrading the gas transport system viewer on the web, employing a versatile skill set encompassing Ruby, Python, Java, Javascript, Node.js, xml, yaml, and csv formats.♦ Scripted for data processing, supporting analysis, and optimization of the gas transport system.♦ Played a key role in supporting and upgrading the gas transport system viewer on the web.♦ Utilized a versatile skill set including Ruby, Python, Java, Javascript, Node.js, xml, yaml, and csv formats.♦ Contributed 1 year and 6 months of dedicated service to Open Grid Europe GmbH.♦ Enhanced efficiency and functionality of gas transport system operations.♦ Applied scripting expertise to streamline data analysis processes.♦ Upgraded and maintained the gas transport system viewer, ensuring optimal performance.♦ Collaborated with cross-functional teams to achieve project objectives.♦ Gained valuable experience in gas industry technologies and optimization strategies.

As a Student Assistant to the Professor of Mathematics at Ruhr-Universität Bochum from October 2018 to April 2019 in Bochum, Germany, I actively contributed to the course "Mathematical Aspects of Differential Equations and Numerical Mathematics." Over the 7 months, I efficiently planned and conducted tutorials while also taking responsibility for correcting and marking the course's final exam.♦ Planned and conducted tutorials for the course "Mathematical Aspects of Differential Equations and Numerical Mathematics."♦ Corrected and marked the final exam for the aforementioned course.♦ Actively contributed to the teaching and learning environment at Ruhr-Universität Bochum.♦ Collaborated with the Professor of Mathematics to enhance the quality of educational resources.♦ Demonstrated strong organizational and instructional skills in planning and running tutorials.♦ Provided valuable support in the assessment process, ensuring fair and accurate grading.♦ Gained practical experience in educational assistance and course management.♦ Interacted with students, addressing queries and facilitating a conducive learning atmosphere.♦ Contributed to the success of the mathematics course during the 7-month tenure.

As Deputy Head of the Technical Engineering Department at Energomax, an electric grid company in the Arkhangelsk Region, Russian Federation, from September 2015 to September 2017, I led key aspects of electric grid maintenance. Responsibilities included planning maintenance work, collaborating with contracting organizations, and finalizing design specifications. I also managed technical requirements, report documents, and regulatory/administrative documents.♦ Led planning efforts for electric grid maintenance operations.♦ Established effective collaboration with contracting and subcontracting organizations.♦ Finalized and approved design specifications and estimates.♦ Orchestrated the arrangement of technical requirements and regulatory/administrative documents.♦ Played a crucial role in ensuring the smooth execution of electric grid maintenance work.♦ Demonstrated leadership in the Deputy Head position within the Technical Engineering Department.♦ Successfully navigated the coordination of tasks between various stakeholders.♦ Contributed to the optimization of maintenance processes, enhancing overall efficiency.♦ Managed documentation, ensuring compliance with regulatory standards.

As a Development Engineer at the Russian Research Center "Kurchatov Institute" from December 2012 to June 2014 in Moscow, Russian Federation, I specialized in the development of mathematical models in thermodynamics and hydraulics. I conducted CFD analysis using tools like Ansys Fluent and STAR–CD and managed report documentation. My role involved effective communication with contracting organizations.♦ Developed mathematical models for engineering tasks in thermodynamics and hydraulics.♦ Conducted CFD analysis using Ansys Fluent and STAR–CD.♦ Managed the arrangement of comprehensive report documentation.♦ Communicated efficiently with contracting organizations.♦ Applied expertise to advance research in thermodynamics and hydraulics.♦ Contributed to the development and optimization of engineering solutions.♦ Demonstrated proficiency in utilizing CFD analysis tools for in-depth assessments.♦ Ensured the accuracy and clarity of technical documentation.♦ Played a key role in fostering collaboration with external contracting organizations.

As a Technical Support Engineer at Siemens in Moscow, Russian Federation, from May 2013 to February 2014, I provided expert assistance for boiler and combustion equipment. Conducting technical seminars on supported equipment, I facilitated knowledge transfer. Additionally, I contributed to the development of technical documentation by writing and translating materials.♦ Provided technical support for boiler and combustion equipment at Siemens.♦ Conducted informative technical seminars on supported equipment.♦ Wrote and translated technical documentation, ensuring accessibility and clarity.♦ Demonstrated expertise in troubleshooting and issue resolution.♦ Facilitated knowledge transfer through effective communication and training.♦ Ensured customer satisfaction by addressing technical queries promptly.♦ Collaborated with cross-functional teams to enhance product support.♦ Contributed to the development of comprehensive technical resources.♦ Played a key role in promoting efficient use of Siemens equipment.

As a Development Engineer at LanIT Services LLC in Moscow, Russian Federation, from September 2011 to December 2012, I dedicated 1 year and 4 months to the development of design documentation and specifications for Building Management System projects. Additionally, I played a key role in translating documentation between Russian and English, contributing to several large and significant projects.♦ Developed design documentation and specifications for Building Management System projects.♦ Translated documentation between Russian and English languages.♦ Contributed to several large and significant projects during the tenure.♦ Ensured accuracy and clarity in design documentation for effective project execution.♦ Collaborated with cross-functional teams to meet project requirements.♦ Applied engineering expertise to enhance Building Management System projects.♦ Demonstrated proficiency in bilingual communication, aiding translation efforts.♦ Played a pivotal role in the successful completion of multiple significant projects.♦ Contributed to the optimization and efficiency of Building Management System solutions.