Description

Machine learning engineer with experience on a variety of projects in machine learning, specifically in NLP.

Currently Team Lead of team consisting of 6 strong machine learning engineers.

I can do the following for your business or organization:

Train NLP models for any tasks, such as classification, text generation, summarization, topic modeling
Train text2image models, such as Dalle-2, Stable Diffusion.
Integrate any models in services and pipeline.
Train classical models, such as boosting (xgboost, lightgbm, catboost)
Build ranking models and search
Collect datasets from web.

Languages

Workplace preferences

Remote only

Primarily works remotely

OZON.ru
Team Lead
DIGITAL AND IT
August 2022 - Today (3 years and 10 months)
Moscow, Russia
1. Develop microservice architecture for real-time matching
2. Implement algorithms for finding products which are not represented on the marketplace
3. Optimize production pipelines
4. Leading a team of 6 ML engineers
5. Communications with customers
Apache Spark NLP Python Big Data
OZON.ru
Machine Learning Engineer
DIGITAL AND IT
September 2021 - August 2022 (11 months)
Moscow, Russia
Develop ML Matching algorithms, which find the same products from a competitor marketplace.
1. Implement several ML model for products matching with precision 95% and recall 25%
2. Train and integrate in pipeline several NLP models (BERT, fasttext, BM25)
3. Implement a lot of algorithms analytics in Grafana and Slack.
pySpark, Hadoop, Kafka, Airflow, Grafana, PyTorch, NLP
Pytorch Apache Kafka Apache Spark NLP
Sberbank
Data Scientist
April 2021 - September 2021 (5 months)
St Petersburg, Russia
Implement Recommendation System based on client-manager dialogs. Spark, Hadoop, Pytorch, NLP

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Master of Science
Университет ИТМО
2022
Master's degree, Data Science
Bachelor's degree, Математика и компьютерные науки
Университет ИТМО
2020
Bachelor's degree, Математика и компьютерные науки

Gleb Drozdov

Senior Machine Learning Engineer / Data Scientist