Ilya Nachevsky Email & Phone Number

United States

United States

Moscow, Moscow City, Russia

AI Assistant Pipeline Builder Based on LLMMain Functionality* multi-task pipeline builder for AI agent* handling sources of all formats (including images, videos, external links, and audio)* step-by-step no-code complex task or sequence of tasks building* support for any type of input data for deep learning models processing* no-code graphic programming ML/DL system* asynchronous and parallelized execution of the describing tasks via the implemented directional asymmetric graphProject Contributions * R&D* project management* development fractal tree-like generative structure from the configuration of the task sequence for the ultimate execution rate * service architecture (atomization and custom choreography on the agent and task levels)* creation of MLOps pipeline for training and deployment* backend system development* implementation of full functionality model run on CPU with acceleration and hybrid processing options* load distribution and GPU usage managementStack: Python, PyTorch, Docker, Faust, Gradio, Redis, S3, Ansible

AI Assistant Based on LLMMain Functionality* context-based responses* handling sources of all formats (including images, videos, external links, and audio) * chat memory retention* simulation of short-term and long-term memory* development of SOTA solutions for business needsProject Contributions * R&D* project management* service architecture (atomization and custom choreography)* creation of MLOps pipeline for training and deployment* backend system development* implementation of full functionality model run on CPU with acceleration and hybrid processing options * load distribution and GPU usage managementStack: Python, Colab, PyTorch, Docker, Faust, FastAPI, Redis, Postgres, S3, ClearML, Nvidia Triton, AnsibleComic Strips Generation SystemMain Functionality* support for Google Cloud* analysis of large volumes of text* text-to-image technology usage* capturing the essence of the object (consistency)* distributed pipeline for generating independent verdicts - multifaceted analysis * development of SOTA solutions for business needsProject Contributions * R&D* project management* service architecture* backend system development* load distribution and GPU usage managementStack: Python, Colab, PyTorch, CatBoost, scikit-learn, spacy, HuggingFace, Docker, celery, FastAPI, Postgres, Redis

Barcelona, Catalonia, Spain

Video Indexing System (CV)Main Functionality:* support for Cloud Drives and Vimeo* multithreaded recognition of incoming video files* dynamic automatic system adjustment based on allocated resources* platform-independent video recording recognition* recognition, tracking, and behavior analysis based on business needs (custom metric based on heuristics and research results)Project Contributions * R&D* service architecture* backend system development* customization of existing neural network solution (acceleration, modification)Stack: Python, Colab, PyTorch, Docker, celery, FastAPI, Yandex Cloud, Redis, CatBoost, scikit-learn • QuiMLy (MLOps and ML Development System)Main Functionality* support for any input data for deep learning models processing* no-code graphic programming ML/DL system* asynchronous and parallelized execution of the describing tasks via the implemented directional asymmetric graph * flexible system for any ML and DL decisionsProject Contributions* service architecture* backend system development* customization of developed neural network solution (acceleration, modification) for using in the systemStack: Python, PyTorch, Docker, celery, FastAPI, Yandex Cloud, Redis, CatBoost, scikit-learn and etc ML libraries and frameworksChat Behavior Analysis System (RecSys, NLP, ETL)Main Functionality* support for Telegram* retraining/retraining models and versioning (mlops)* dynamic automatic system adjustment based on allocated resources* distributed pipeline for generating independent verdicts (multifaceted analysis)* behavior analysis based on business needs (custom metric based on heuristics and research results)Project Contributions * R&D* service architecture* backend system development* customization of existing neural network solution (acceleration, modification)Stack: Python, Colab, PyTorch, CatBoost, scikit-learn, HuggingFace, Docker, celery, FastAPI, Apache Airflow, Apache Spark, Postgres, Redis, S3

Russia

• Differential Neural Network Identifier for Dynamical Systems With Time-Varying State ConstraintDescription* article in IEEE* support for Fanuc* minimizing delay compared to existing methods* handling noisy segmentsProject Contributions* R&D* solution developmentStack: python, colab, matlab, spacy, numpy• Deep-Learning-Based Tracing for Satellite TelemetryDescription* article in ASSA* analysis of telemetry data from Lomonosov satellite* anomaly prediction in time series* accounting for chaotic outliers and sensor shiftsProject Contributions* R&D* solution development* solving an initially unsolved taskStack: python, colab, spacy, numpy, pytorch, pandas

Differential Neural Network Identifier for Dynamical Systems With Time-Varying State ConstraintDescription:* article in IEEE* support for Fanuc* minimizing delay compared to existing methods * handling noisy segmentsProject Contributions * R&D* solution development– Stack: Python, Colab, MATLAB, SciPy, NumPy

Moscow City, Russia

Satellite System for Cleaning Near-Earth Space– Designing navigation and radio communication systems. Developing numerical methods and algorithms using machine learning for satellite communication calculations.– Project Contributions * R&D* navigation system design* development of a high-frequency communication line for a distributed satellite constellation * solving targeting system issues using machine learning– Stack: Python, jupyter, PyTorch, scikit-learn, poliastro

Master'S Degree, Mechanics And Mathematical Modeling, Gpa: 3.7/4

Intellegent technologies of mixed reality for space systems

Bachelor'S Degree, Aerospace, Aeronautical And Astronautical/Space Engineering, Gpa: 3.84/4 (With Honors)

Activities and Societies: Research and spacecraft engineering Spacecraft Engineering