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 15 years 4 months

September 2019 — currently

1 year 5 months

Revolut

Moscow, revolut.com

Financial Sector... Show more

Lead Data Engineer

Computer vision, Face recognition, ETL, ML pipelines, Kafka, Dataflow, CI, Kubernetes, Helm, Terraform, Microservices, Kubeflow

July 2016 — currently

4 years 7 months

GoTo Camp

goto.msk.ru

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 2018 — September 2019

1 year 1 month

VisionLabs

visionlabs.ai

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 2017 — September 2018

11 months

Gotli Labs AG

www.gotlilabs.com

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 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.

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

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

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

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

www.multigrupp.ru

Construction, Real Estate, Architecture... Show more

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

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"

Key skills

Driving experience

Own car

Driver's license 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/