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Candidate
Male, 28 years, born on 21 April 1997
Not looking for a job
Armenia, not willing to relocate, prepared for occasional business trips
Python Backend Engineer
3 000 $ in hand
Specializations:
- Programmer, developer
Employment: full time
Work schedule: full day, flexible schedule, remote working
Work experience 5 years 7 months
May 2024 — currently
1 year 1 month
Armenia, manychat.com/
IT, System Integration, Internet... Show more
Python Backend Engineer / Data Engineer
Developing ELT procesess for Analytics Datastore with TBs of data, optimising materialised views.
Deploying LLM models on Snowpark Container Services.
Technologies: Python, Snowflake (including Snowpark and Cortex), SQL, Docker, huggingface, pytorch.
August 2022 — July 2023
1 year
USA
Python Backend Engineer
Researched experiment trackers (neptune.ai/WandB/ClearML/MLFlow), deployed neptune.ai and developed Python wrapper for researchers to track pipeline runs.
Developed several features of a big data Prefect pipeline: cache storing, tests, new stage proposed by a researcher.
Technologies: Python, neptune.ai, Prefect, Gitlab CI/CD, Kubernetes, Docker.
July 2020 — May 2022
1 year 11 months
Moscow, www.glowbyteconsulting.com
IT, System Integration, Internet... Show more
Lead Python Backend Engineer / MLOps Engineer
Main project:
Shortly after joining the team was promoted to lead. I was leading the team of 5 people developing model lifecycle
management system for a client company (top-3 telecom in Russia).
Work with a client included audit, system design, monthly developing a list of tasks.
The main goal of the system is to track the stages of a model and decrease Time-to-Market.
System integrated with Jira, Confluence, Gitlab, MLFlow, Airflow, Oracle, Hive.
Technologies: Python, PostgreSQL, Docker, Fast API, Camunda, Redis, Kafka, Node.js, React
Side project:
Developed a prototype of A/B-platform for the GlowByte platform.
Technologies: Python, PostgreSQL, FastAPI
July 2017 — January 2019
1 year 7 months
Moscow, yandex.ru/jobs/
IT, System Integration, Internet... Show more
Python Backend Engineer / Machine Learning Engineer
Developed a data process advertising mobile app to users with similar vectors to users who got deep conversion
event in this app.
Developed a data process advertising mobile apps to users visiting urls connected to app.
Result: ~5% increase of clicks in a mobile app segment.
Developed new features for a e-comm ads model.
Result: ~5% increase of clicks in a e-com segment.
Technologies: Python, C++, yt/hadoop, MapReduce, Graphana, ClickHouse, Spark (custom analogue), gRPC,
MatrixNet/CatBoost, Word2Vec
Skills
Skill proficiency levels
About me
I am Python Backend Engineer with strong maths and informatics olympiad past and interest in ML and MLOps.
Open for the spectrum of roles: MLOps Engineer, ML Engineer, Data Engineer, Data Scientist, Backend Engineer.
Technologies: Python (6 years), C++ (2 years), PostgreSQL/Oracle, yt/Hadoop/Hive, MapReduce, Redis, Grafana, Kafka, Spark, ClickHouse, Docker/Kubernetes, Gitlab CI/CD, gRPC, FastAPI/Django/Flask, asyncio, Jupyter/Pandas/Numpy/Matplotlib/Sklearn, Tensorflow/PyTorch, MatrixNet/CatBoost, Word2Vec, AWS/Azure (certified)/c3.ai (certified), neptune.ai/WandB/ClearML/MLFlow, AirFlow/Prefect, Snowflake
Winner of All-Russian School Olympiad in Informatics (#17 among all Russian schoolkids in 2014)
Three times prizewinner of All-Russian School Olympiad in Mathematics
Teacher and author of courses of algorithms and ML at 1C: Programmer Club and Tinkoff Generation (weekly
school clubs) in 2016-2019 and at summer schools (Summer Informatics School and UniverSum) in 2014-2021
Higher education
2020
Department of Innovation and High Technology, Applied Mathematics and Informatics, master
2018
Moscow Institute of Physics and Technology
Department of Innovation and High Technology, Applied Mathematics and Informatics, bachelor
Languages
Citizenship, travel time to work
Citizenship: Russia
Permission to work: Russia
Desired travel time to work: Doesn't matter