- My name is Oleg.
- Education 🎓 :
- Bachelor's degree, Department of Solid State Physics, Faculty of Physics, Kazan State University (2006).
- Master's degree, Department of Physics of Atoms and Molecules, Kazan State University (2008).
- Currently learning / field of interests 📖 :
- Data Science, Machine Learning (since 2018).
- Current project: Detection of Blastospores in Photographs.
- Looking for a job in DS. 👀
- Currently working on 👷 :
- Motorica, Operational Machine learning engineer (01.2024 - ...)
- Previous work 👷 : :
- Design of pipeline transport facilities (more than 15 years, until 01.2024 year).
- Certification/attestation: Industrial Safety Expert (5 years, until 07.2022).
- English 🇺🇸 : Pre-Intermediate (Reading & Translating with a dictionary).
- Technology stack 📚 :
- Programming language: Python (IDE: VS Code, PyCharm, Jupyter Notebook, Google Colab).
- Main libraries: Sklearn, Tensorflow (Keras), Numpy, Pandas, PyTorch, OpenCV.
- Data Visualisations: Matplotlib, Seaborn.
- Apps makers libs: Docker, Docker Compose, Flask, pika (basic knowledges, for micro-applications).
- OS, version control system: Linux, Git (basic knowledges).
- Hard skills 💻 :
- Data Analysis.
- Data Preprocessing.
- Machine Learning.
- Deep Learning & Computer Vision.
- Math (Linear algebra, Statistics).
- Soft skills 💡 :
- Continuous Learning.
- Team Player.
- Critical Thinking.
- Communication skills.
- 1. Detection and Calculation of Blastospores
- 2. Hand gesture prediction
- 3. People detection
- 4. SkillFactory Study Final Project
- 5. SkillFactory Study Project 7. Car classification
- 6. SkillFactory Study Projects
- 7. Spam detector using the Naive Bayesian Classifier
- 8. Self driving car's data route analysis
- 1st place in hackathon organized by Skillfactory+Motorica in the form 3-stage Kaggle competition.
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent