Position: Data Scientist
Category: Data Science
English level: fluent
Years of experience: 1.5

Development of own algorithms for:
* Gradient descent optimization for RNNs
* Fuzzy entities matching,
* A generalization of levenshtein distance for comparing sentences
* Object detection
* Text classification
* Clasterization
Hi. I am experienced (10 years) C#/.NET developer, who has switched to Python/ML stack and looking for Junior Data Science position. I'm passionate about NN, math and algorithms, have some experience in NLP and computer vision. Willing to learn and contribute into cutting edge AI tools.

Technical stack:

C# 11.0 / .NET 7,  Python 3.11.4,  R 4.3.0; JavaScript,  TypeScript,  IDL (Interactive Data Language),  Wolfram; Web API, ASP.NET Core MVC, Sitecore, Angular, jQuery, Bootstrap, JS/HTML/CSS/SASS, Node.js, Flask
EF Core; ADO.NET, MS SQL Server, MySQL, Oracle;
WPF, Ninject, NUnit, Lucene, SOLR, ElasticSearch; Pandas, NumPy, Scikit-learn, PyTorch, Keras/TensorFlow, ML.NET, Accord.NET, CUDA, OpenCV, NLTK, etc..

Employment History:

Mar. 2021 – May 2023
Senior Software Engineer
at SoftServe (client Quorum)
Web services development, participation in architecture design, requirements analysis, code-generation scripting, maintenance, Angular components development, optimization, migration to .NET 6, writing integration and unit tests, code-reviews, deployment, Azure CI/CD pipelines configuration, writing algorithms, in particular auto-mapping based on indexes and Levenshtein distance, etc.

May 2019 – Dec. 2020
Senior .NET Developer
at rinf.tech (client Extenda Retail)
Integration solutions including data-messaging services, exporting/importing solutions, database replication, version control, optimization, monitoring and testing tools, integration with physical devices for stores.

Oct. 2018 – Apr. 2019
Self-employed
Multiple projects including:
* Key-phrases detection using NLP, clustering algorithms;
* Computer vision detection of bankcards unig Emgu CV, Tesseract OCR;
* Analysis of copyright violations tool using fuzzy text matching algorithms

Nov. 2017 – Oct. 2018
Senior .NET Developer, NLP researcher
at Jooble
Development and optimization of web-scrapping platform, engine for parsing and analyzing of HTML documents content for detection of jobs, using machine learning and NLP.

Jul. 2016 – Nov. 2017
Lead Engineer
at GlobalLogic (client Avid)
Development of new components for CMS platform, fixing issues, extensions design, optimization of core, deployment and maintenance, web-design, platform updates, bulk content operations via PowerShell.

Nov. 2015 – Jun. 2016
Lead .NET developer at startup
Development of administration panel and client part of website, related to market analysis and relations representation in the form of graphs.

and 4 more...
My salary expectations are 1500-2000 USD monthly.
I am a fast learner and quite independent, but at the same time I would be happy to listen to the mentor's advice regarding corporate approaches, practices and pipelines.