Kulikov Pavel
Male, 35 years, born on 25 June 1984
Moscow, willing to relocate, prepared for business trips
Machine Learning Engineer
IT, Internet, Telecom
- Software Development
- System Administrator
- Engineer
Employment: work placement, volunteering, part time, project work, full time
Work schedule: flexible schedule, full day, shift schedule, rotation based work, remote working
Work experience 14 years 4 months
September 2019 — currently
5 months
Revolut
Moscow, revolut.com
Financial Sector... Show more
Lead Data Engineer
ETL, ML pipelines, cloud providers
July 2016 — currently
3 years 7 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
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 2018 — September 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.
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 2017 — September 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;
Microservices, ETL, devOps, Cloud;
Big Data, IoT;
PostgreSQL, MSSQL;
Angular;
May 2011 — November 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.
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 2016 — June 2017
10 months
TWICE digital agency
Russia, twice.agency
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
tech:
Django + Google App Engine + Google Cloud SQL + REST API + Backbone
June 2012 — June 2017
5 years 1 month
OOO VO Autotechnoimport
Moscow Oblast, www.ati.ru
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
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 2015 — January 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
PostgreSQL + PostGIS + Geoserver + Leaflet + HTML + JS + PHP
October 2013 — February 2014
5 months
Center of development of Creativity of Children and Youth "Rovesnik"
Moscow Oblast, www.rovesnik-istra.edusite.ru/
Educational Institutions... Show more
Teacher of additional education
programming club for school students
February 2009 — May 2011
2 years 4 months
MULTIGRUPP
Construction, Real Estate, Architecture... Show more
1C developer, system administrator
1C developer, system administrator
July 2006 — December 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 2005 — June 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"
diploma on the topic "simulator for signal controller Multicam"
Key skills
Driving experience
Own car
Driver's licence category BAbout 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/
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
Russian — Native
English — B2 — Upper Intermediate
German — A1 — Basic
Electronic certificates
2019
2018
2017
2016
2015
2014
- ETH Zurich - edX - FC-01x: Future Cities
- Exploratorium - Coursera - Tinkering Fundamentals: A Constructionist Approach to STEM Learning
- Johns Hopkins University - Coursera - Data Science Specialization
- Johns Hopkins University — Coursera — Exploratory Data Analysis
- Johns Hopkins University — Coursera — Getting and Cleaning Data
- Johns Hopkins University — Coursera — R Programming
- Johns Hopkins University — Coursera — Reproducible Research
- Johns Hopkins University — Coursera — Statistical Inference
- Johns Hopkins University — Coursera — The Data Scientist’s Toolbox
- Linux Foundation — edX — LFS101x: Introduction to Linux
- University of Illinois - Coursera - Creative, Serious and Playful Science of Android Apps
- Université catholique de Louvain - edX -Paradigms of Computer Programming
- Vanderbilt University — edX — Programming Cloud Services for Android Handheld Systems
- Институт биоинформатики - Stepic - Введение в Linux
2013
- Cambridge- Coursera — Foundations of Teaching for Learning
- Duke - Coursera - Introduction to Astronomy
- Harvard — eDX — Justice
- New Teacher Center - Coursera — Blended learning
- Udacity — Interactive 3D Graphics
- Vanderbilt University - Coursera - Pattern-Oriented Software Architectures for Concurrent and Networked Software
- École Polytechnique Fédérale de Lausanne - Coursera - Functional Programming Principles in Scala
- École Polytechnique Fédérale de Lausanne - Coursera - Principles of Reactive Programming (Scala)
2012
- Berkeley - eDX - CS169.2x: Advanced Software as a Service
- Berkeley — Software Engineering for Software as a Service
- Google & Udacity — Design of Computer Programs CS212
- Google & Udacity — Introduction To Computer Science CS101
- Google & Udacity — Programming Languages CS262
- Google & Udacity — Programming a Robotic Car CS373
- Google & Udacity — Web Application Engineering CS253
- Indian Institute of Technology Delhi — Coursera - Web Intelligence and Big Data
- Ruby on Rails
- Stanford - Coursera - Probabilistic Graphical Models
- Udacity — Differential Equations in Action CS222
- University of Michigan - Coursera - Securing Digital Democracy
- University of Michigan - Model Thinking
Citizenship, travel time to work
Citizenship: Russia
Permission to work: Russia
Desired travel time to work: Doesn't matter