Hello! My name is Michael Vasiljev. I am a data scientist and deep learning engineer with a passion for solving complex problems using machine learning and deep learning techniques.
I have extensive experience in applying deep learning models to solve Computer Vision (CV) and Natural Language Processing (NLP) tasks. Additionally, I train classical ML models for anomaly detection in various contexts.
- Graduate and Ambassador of Yandex Practicum
- Graduate of the Deep Learning School of FPMi MFTI
I enjoy working with data, reading scientific articles, experimenting, trying different approaches to training ML models, and building graphs. I am meticulous, able to notice small logical errors, love intellectual games, and enjoy learning foreign languages.
- Programming Languages: Python
- Deep Learning: Transformers, EfficientNet, MobileNet, YOLO, PyTorch, Lightning, ONNX, HuggingFace, BERT, Whisper, Ollama
- Machine Learning: Pandas, Sklearn, PyOD
- Data Visualization: Matplotlib, Plotly
- Web Development: FastAPI, Uvicorn
- Deployment: PyInstaller, PyWin32
- Optimization: Optimum
- Workflow Management: Airflow, MLflow
- Annotations: CVAT
- NLP: Natasha, DeepPavlov
- Email: gnu.xinm@gmail.com
