Position: Machine Learning Engineer
Category: Data Science
English level: upper
Years of experience: 7


I'm an engineer with 7+ years of experience in Data Science and Software development.

Education:
- PhD student in Computer Science
- MS in Intelligent Data Analysis with Honors

Skills and experience:
- Knowledge of statistics, linear algebra and mathematical analysis;
- Research mentality and math-oriented mindset;
- Good presentation/communication skills;
- Leadership and mentorship skills;
- Experience in project management, including DS projects;
- Knowledge and understanding of OOP concepts;
- Participation in the testing process through test review and analysis;
- Experience with machine learning/data science and deep learning methods, techniques and algorithms;
- Experience in deep learning models’ training, fine-tuning, optimization and inference process;
- Languages: Python, JavaScript, C/C++, C#, MATLAB, R;
- Frameworks and libraries: numba, scikit-learn, pandas, TensorFlow, Keras, PyTorch, TensorRT, Triton inference server, ONNX, NNAPI, OpenVINO, OpenCV, LightGBM, etc.;
- Experience with Google Cloud Platform, Amazon Web Services;
- Experience with Big Data: Kafka, Hadoop, Hive, Spark, Airflow, NiFi;
- Containerization tools: Docker.

Projects:
I participated in whole project development stages from presale and roadmap construction to ending project deployment, integration, and support.

Roles: 
Computer vision engineer, AI/ML engineer, team lead, python developer, articles writer and proofreader.

Responsibilities: 
Models development, tuning, optimization and integration, pipeline development and optimization, architecture design, backlog planning, reporting, and communication with stakeholders and clients.

My past projects mostly were related with 
- computer vision: object detection, segmentation, tracking, image processing;
- signal processing: filtration, smoothing, forecasting, recognition;
- classical data science like classification and regression.

Also, I have experience in different domains: retail, agritech, sport, telecom, automotive, GIS.