Evgeny Olshansky
Miskolc
Summary
10+ turnkey projects that meet the requirements of customer business metrics.
Have a specialized education and a dissertation in the field of artificial intelligence
Crypto enthusiast and support several projects as an Ambassador
Overview
8
8
years of professional experience
Work History
Lead AI R&D Section
Skolkovo Insitute of Science and Technology
02.2021 - 07.2024
- Development of a text detection and recognition system at the level of raw Bayer matrix signals: Creation of a fully finished product from scratch under your supervision and expertise Tools: Signal processing (DSP), deep neural networks (CNN, RNN)
- Adaptation of state-of-the-art solutions in the field of computer vision to specific data: Configuration and optimization of models for specific customer tasks Tools: Transfer Learning, Few-shot Learning, YOLO-type models, Mask R-CNN
- Training and adaptation of large language models to customer needs: Fine-tuning of GPT-type models, BERT for specific domains Tools: Hugging Face Transformers, OpenAI API
- Development of predictive maintenance systems for industrial equipment: Analysis of sensor data to predict breakdowns Tools: Time Series Analysis, Anomaly Detection algorithms
Senior Machine Learning Researcher
Moscow State University, Math Methods in Ecs. Dep.
05.2019 - 10.2021
- Risk Analysis in Business Processes. Tool: Bayesian Networks, Risk Assessment Models
- Customer experience and satisfaction analysis in business processes. Tool: Sentiment Analysis of Text (BERT), Clustering
- Optimization of business processes. Tool: Reinforcement Learning, genetic algorithms
Data Scientist
Yandex N.V. (Taxi Department)
07.2016 - 01.2019
- User segmentation. Tool: Clustering algorithms (K-means, DBSCAN) and dimensionality reduction methods (PCA).
- Forecasting demand for taxi services. Tool: Time series models (ARIMA, Prophet) or gradient boosting (XGBoost).
- Pricing analysis and tariff optimization. Tool: Dynamic pricing algorithms based on machine learning.
Education
Ph.D. - Artificial Intelligence
Moscow Institute of Physics And Technology
08.2023
Master of Science - Data Sciences
High School of Economics
Moscow, Russia07.2019
Bachelor of Science - Mathematics And Computer Science
High School of Economics
Moscow, Russia06.2016
Skills
Python, Scala, R
PyTorch, TensorFlow, Keras
CV, NLP, Classic ML
SQL, Hadoop
Numpy, Sklearn, Pandas
Timeline
Lead AI R&D Section
Skolkovo Insitute of Science and Technology
02.2021 - 07.2024
Senior Machine Learning Researcher
Moscow State University, Math Methods in Ecs. Dep.
05.2019 - 10.2021
Data Scientist
Yandex N.V. (Taxi Department)
07.2016 - 01.2019
Ph.D. - Artificial Intelligence
Moscow Institute of Physics And Technology
Master of Science - Data Sciences
High School of Economics
Bachelor of Science - Mathematics And Computer Science
High School of Economics
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