github.com/izubkov
I’m a Data Engineer / Python Developer with keen interest in Systems Design and Architecture.
- Data Engineering: python ecosystem, Dask, Airflow, (Spark)
- Data Analysis: polars, pandas, tidyverse
- DBs: PostgreSQL
- experience with distributed systems: design, implementation, unit/integration testing
- hands-on experience with functional programming paradigm
Design and development of robust ETL system specializing in delivery data from B2B clients to Mercaux REST API. Implementation of EDA (exploratory data analysis) workflows within JupyterHub environment.
- JupyterHub
- Spark, Dask
- Airflow
- Docker
- AWS (EMR, EC2, S3, IAM)
Python, PostgreSQL
Lead the development of high-load machine learning system that correlates clickstream users data to their Big 5 psychology traits.
- Spark, MLLib
- Tensorflow, Keras
- tidyverse, pandas, numpy
- AWS (EMR, EC2, S3)
Haskell, Scala, R, Python, PostgreSQL
Design and development of a multi-agent simulation for an automatic warehouse.
- numpy, networkx, matplotlib
- PyQt
- Redis
Haskell, Python, R, C++, MS SQL
Development of a game portal as a part of an in-house social network project. 3D games development.
- Erlang
- RabbitMQ
- WebGL, Blender
Erlang, Python, JavaScript, GLSL
Development of laboratory software for radiolocation studies.
- C++
- Matlab
- LabView
Master of Science in Physics, 2003-2009
Computer System Engineering (6.033)
SAT/STM Solving (PS2 SS 2018 703048)
CMU Deep Learning (CMU 11-785)
DARPA-funded project that is aimed at advancing the state of the art in machine learning, held by Galois Inc.