Position: Data Scientist
Category: Data Science
English level: upper
Years of experience: 3


Kuehne+Nagel - Computer System Engineer - 03.2020-09.2020
Internship program
Maintaining Database
Writing triggers, creating views, indexation etc
Bug fixing
A+S Consult GmbH - Data Scientist/Transport Modeller - 09.2020-05.2021
Preprocessing data (cleaning, normalising data from different sources to unified structure)
Developing ETL tool for continuous download of real-time data from GPS tracks (coordinates, vehicle velocity etc)
Solving transport modelling problems (Route/Mode Choice models, Trip Generation and Distribution, Trip Assignment)
Writing scripts that solves above-mentioned problems considering influence of external parameters (increased population, change of shipment price, new road built etc) to check different scenarios
Realising Visum project (software simulation of transport flows based on mathematical model) using built-in functionality as well as custom python scripts
Using ML knowledge to improve/adapt existing transport approaches to available data
Communicate with experts in transport/economics to synchronise results, knowledge and efforts
Writing reports/Jupyter Notebooks with analysis results 
Solving creative tasks
A+S Consult GmbH - Full-Stack Web Developer - 06.2021-03.2022
Writing core of Angular application
Optimising performance of web-application
Managing Hasura Backend + developing hasura remote-schema API on Ruby 
Maintaining database via hasura web console - managing user-permission system, hasura metadata and migrations
Developing data model, adjusting it to new features
Writing data pipelines encapsulated in Angular Services for further use in Angular Components
Developing authorization by OAuth2 standards
Researching and testing new technologies
Unit testing
Createk-M - Software Developer - 04.2022-present
Data Model Developing
Writing scripts to calculate usage of cable of some graph network and algorithms to optimise locations of cables and shafts according to existing supply (roads, tunnels etc) networks 
Developing QGIS plugin to edit existing network and run above-mentioned scripts
Developing server solution to fasten scripts execution
Developing GIS web interface to interact with server-side solution
Hi, my name is Antin. I`m Data Scientist with strong mathematical education. My experience includes, but is not limited to, working with data, predictive models, academical and pet-project experience with neural network architectures. Also, I have software development background (web technologies, data pipelines, DevOpsing). All in all, i am universal IT soldier, looking forward to learn new stuff and use my skills solving interesting, challenging tasks.