Kulikov Pavel

Male, 35 years, born on 25 June 1984

Moscow, willing to relocate, prepared for business trips

+7 (903) 118-37-41
kulikovpavel@gmail.com — preferred means of communication

Machine Learning Engineer

IT, Internet, Telecom
  • Software Development
  • System Administrator
  • Engineer

Employment: project work, work placement, volunteering, part time, full time

Work schedule: rotation based work, remote working, flexible schedule, full day, shift schedule

Work experience 14 years 2 months

September 2019currently
3 months
Revolut

Moscow,

Financial Sector... Show more

Lead Data Engineer
ETL, ML pipelines, cloud providers
July 2016currently
3 years 5 months
GoTo Camp

Educational Institutions... Show more

Curator of computer science
Full-stack and machine learning blocks.

GoTo is a computer science school for young developers.

We emphasize project-based learning to immerse students into the world of IT, raising a new generation of independent and creative specialists.

Frontend, backend, mobile, robotics, digital manufacturing, virtual reality, bioinformatics, data analysis, machine learning and neural networks
September 2018September 2019
1 year 1 month
VisionLabs

IT, System Integration, Internet... Show more

Senior Data/Machine Learning Engineer
python / pytorch / SQL / celery / linux / multiprocessing / pandas / scikit-learn / REST API

Develop, construct and execute architectures, such as databases and large-scale processing systems for ML pipelines, computer vision, face recognition and matching, gaze estimation. Datasets gathering. Social networks parsing. Visualization of results. Creation of internal microservices.
November 2017September 2018
11 months
Gotli Labs AG

Industrial Equipment, Machine Tools and Components... Show more

Senior Software Engineer
Java, Spring, RDBMS, OOA/D, JUnit;
Microservices, ETL, devOps, Cloud;
Big Data, IoT;
PostgreSQL, MSSQL;
Angular;
May 2011November 2017
6 years 7 months
Freelance

IT, System Integration, Internet... Show more

Freelance
Full stack web dev;

Python, Django, JS, HTML, PHP, 1C etc.

Implemented dozens of projects from start to production, including various projects on Django: CMS, CRM, online shop, information systems, based on open data, etc.
September 2016June 2017
10 months
TWICE digital agency

Russia,

IT, System Integration, Internet... Show more

Full stack developer
http://business-class.pro (free business development program from Google and Sberbank for micro and small entrepreneurs in the real sector of the economy.)

tech:
Django + Google App Engine + Google Cloud SQL + REST API + Backbone
June 2012June 2017
5 years 1 month
OOO VO Autotechnoimport

Moscow Oblast,

Transportation, Logistics, Warehousing, International Logistics... Show more

1C developer
Development and support of 1C configuration for road transport

Exchanges with internal and external information databases, interaction with SQL, creating your own COM objects, data conversion, queries through ADODB, automation of fuel according to the fuel companies, customs clearance, complex reports for CDS and complex business processes, transportation vehicles, inventory accounting, use Google services to determine the coordinates geo locations, time and distance between them, the interaction with the external system control and monitoring of transport Transics through a web API event subscriptions for standard bases
July 2015January 2016
7 months
X-Media

IT, System Integration, Internet... Show more

Full stack developer
Architecture and development of geographic information system of the account of utilities: create, modify and display geometric objects in different layers, change their properties, add photos and files of the user ( on the local server or on Yandex.Drive, Amazon S3, Google Drive ), import-export layers in standard formats import and display substrates.

PostgreSQL + PostGIS + Geoserver + Leaflet + HTML + JS + PHP
October 2013February 2014
5 months
Center of development of Creativity of Children and Youth "Rovesnik"

Moscow Oblast,

Educational Institutions... Show more

Teacher of additional education
programming club for school students
February 2009May 2011
2 years 4 months
MULTIGRUPP

Construction, Real Estate, Architecture... Show more

1C developer, system administrator
1C developer, system administrator
July 2006December 2008
2 years 6 months
GK "ÜMIT-2C"

Hotels, Restaurants, Food Service Industry, Catering... Show more

1C developer, system administrator
1C developer, system administrator
September 2005June 2006
10 months
http://multicore.ru/

Electronics, Tool Engineering, Household Appliances, Computers and Office Equipment... Show more

Programmer C/C++
Development of programs for signal controllers;
diploma on the topic "simulator for signal controller Multicam"

Key skills

Java
Python
SCALA
Linux
Git
JavaScript
SQL
HTML5
AngularJS
PostgreSQL
MySQL
VPN
Ubuntu Server
PHP
Nginx
MongoDB
Data Mining
machine learning
deep learning
data science
pytorch
Databases
1C
Django Framework
React

Driving experience

Own car

Driver's licence category B

About me

Data science path:

Microsoft DevCon, Prisma app analog - 25.09.2016
Dota competition, HSE university - 20.10.2016
Sberbank, timeseries analysis competition - 13.04.2017
mlcourse_open, 16th place - 25.04.2018 project
https://goo.gl/WnGEQH, Eli5 Tutorial https://goo.gl/ipsrog
Data mining in action course, industry - 26.04.2018
CS231n: Convolutional Neural Networks for Visual Recognition, Stanford - 26.05.2018
Machines Can See 2018. Adversarial Attacks on Black Box Face Recognition competition, 4th prize-winning place - 08.06.2018
https://goo.gl/F8BDqE
FastAi - 10.07.2018
PIK, flat sales competition finals - 14.07.2018
Emotions recognition system, realtime from webcam - 04.08.2018
Facebook-Udacity Pytorch Scholarship Challenge winner - 20.01.2019
AWS / Facebook - Udacity - Deep Learning Nanodegree - 10.03.2019


https://github.com/Kulikovpavel
https://linkedin.com/in/kulikovpavel/
https://www.kaggle.com/kulikovpavel


- Python;
- Machine learning;
- preprocessing data, analysis, visualization;
- deep learning, neural networks;
- sklearn, pytorch, tensorflow, keras;
- recurrent nn, lstm;
- reinforced learning, MDP;
- Django, Flask;
- Scala, Java. Spring;
- SQL, PostgreSQL, MSSQL, MySQL;
- full-stack dev, html, js, css;
- memcached, elasticsearch, celery
- rabbit, kafka, hadoop, redis, spark
- REST API, GraphQL;
- TDD, BDD;
- CI/CD, docker, docker-compose;
- OOD, design patterns;
- Angular, React
- Android, React Native


- B2 level English, Upper-Intermediate


- C, Go, Ruby, Rails, Go, PHP, TypeScript, Git, Node.js, MongoDB, 1C
- Windows 2000 Server‚ 2003‚ 2008‚ FreeBSD, Linux, AD‚ MS Exchange Server‚ ISA Server‚ Kerio‚ Squid‚ WSUS‚ MDaemon


Code examples, autoschool CRM:
https://gist.github.com/Kulikovpavel/f00c3787a0794b1dc8fbc338f25521fa
and test cases
https://gist.github.com/Kulikovpavel/e14e87ff04781933aa3cb202a61a2366

Habrahabr :
http://habrahabr.ru/users/kulikovpavel/topics/
http://geektimes.ru/users/kulikovpavel/topics/

Portfolio

Higher education (master)

2006
Department of Computer Science and Telecommunications, Computer science

Languages

RussianNative

EnglishB2 — Upper Intermediate

GermanA1 — Basic

Electronic certificates

Citizenship, travel time to work

Citizenship: Russia

Permission to work: Russia

Desired travel time to work: Doesn't matter