Sergey Orlov Email & Phone Number

Calgary, Alberta, Canada

Developing default, fraud and bankruptcy prediction models.

Calgary, Alberta, Canada

• Developed data pipeline to process text data and match databases using LLM embeddings by BERT, LLAMA2, and machine learning classification models using Python-based algorithms and scikit-learn, pandas, nltk, genism.
• Applied OpenAI GPT4 API as an expert data labelling and cleaning system.
• Trained Siameze Neural Networks to determine whether similar entries correspond to the same product in the database.
• Implemented multiprocessing optimization approach to the pipeline and optimized calculations of embeddings and similarity using GPU with PyTorch.
• Assembled a cluster of 24 virtual machines on GCP for fast mining online-based data utilizing Docker containerization.

Tomsk, Russia

• Led innovative research and development (R&D) projects in developing digital services for education, such as an AI voice assistant, helping more than 12,000 students find the current class schedule by voice requests to.
• Led the development and launch of a service for more than 35,000 university users, which improved the educational success of first-year students by 12% in mathematics. This service utilized large-scale data from a.
• Developed ETL pipeline for data gathering by API from social media platform VK, utilizing Python and PySpark and storing it in MySQL and MongoDB databases on a private cloud.
• Based on Power BI and SQL databases, constructed a solution for the student management system that decreased the time of information processing from creation to executive level dashboards to less than 24 hours, and.
• Launched the scientific laboratory for Data Science in Social Research, assembled the team, and prepared the research program based on industry research, best practices, and analysis of scientific publications.
• Managed several teams of software engineers, data scientists, analysts and researchers in software development, scientific and educational projects.

Tomsk, Russia

• Developed the scientific method and software to design cities protection from small coal dust using mathematical physics equations, finite volumes method, and C++ programming with OpenMP and MPI parallelization.
• Conducted research on using neural networks and genetic algorithms to optimize the shapes of aerial vehicles, prepared scientific articles, and launched a student fabrication laboratory for modelling, programming, and.

Tomsk, Russia

• Led a team of 12 engineers to launch a Platform as a Service for over 5,000 supercomputer users, including academic researchers worldwide and computer and data scientists, to provide high-quality customer service.
• Launched a private cloud based on Panasas, IBM and DELL solutions for the organization’s data engineering purposes and data storage reliability.
• Supervised and mentored more than 30 students during their research projects and internships in network engineering, software engineering, data science, machine learning, and infrastructure automation software.

Tomsk, Russia

• Developed the main module using C++ for pollution prediction in coal mines modelling software, connecting other modules based on different stacks, such as Fortran, C++, and Delphi.
• Configured and maintained Linux-based server infrastructure for a high-performance cluster of more than 500 nodes.
• Configured active network hardware Dell, Dlink, Juniper, and Infiniband for HPC cluster with more than 500 nodes.
• Maintained the electrical and cooling infrastructure of the supercomputer based on APC, MGE and Stulz hardware

Tomsk, Russia

• Produced the software to model and visualization of self-propagating high-temperature synthesis using Delphi.

Master Of Science - Ms, Data Science And Analytics

• Gathered and analyzed data from vacancies in the field of Data Science on the Canadian job market and translated French-written postings.

Doctor Of Philosophy - Phd, Physics And Mathematics

Master Of Engineering - Meng, Applied Mechanics

Bachelor'S Degree, Management Of Organization

Bachelor'S Degree, Mechanical Engineering