Andrey Tvorozhkov

I'm a web and data engeneer who's doing machine learning and interactive animated landing pages.

Skills

Languages

Python

Scala

JavaScript

Webstack

Graphql

SASS

React

Deep Learning

Theano

Lasagne

Common

GNU/Linux

Bash

Git

Database

PostgreSQL

MongoDB

SQLAlchemy

Employment

GoTo

2015 - present

IT educational project promoting industry connectedness. Creating interactive landing pages.

Profilum

2016 - present

Technology for identifying and developing talents.

E-contenta

2016

Personalized online marketing service. Developing recommendation systems for big companies.

Projects

Voice2Vec

2016 - 2017

Trying predict the voice vector by spectrograms and some meta information (eg. gender, country, age). And do something like authorization, personalization of voice services with the help of the vector.

Validating novel Ig germline

2016

Validating novel Ig germline segments using the whole genome sequence analysis. Novel Ig germline was obtained by the Bioinformatic Institute.

TVRain recommendation system

2016

The model that recommends you articles from TVRain. Based on the real data from the portal obtained by e-contenta.

Recogition

1st place, MentorHack

2018

We have developed the system that 1) selects vacancies for every candidate according to their skills 2) demonstrates further possible career paths 3) recommends the skills that should be improved in order to get the desired position

1st place, GoToHack2 BigData

2017

Our team created the Telegram bot which could predict the courses you need to study for getting a job on Facebook. Based on skills you possess.

1st place, MedHack

2016

Our team created the DiaFriend project. DiaFriend helps patients with diabetes.

8th place, HSE Data Night

2015

Our team created the model which could predict the customer churn on Yandex.Taxi data.