Position: Machine Learning/ Data Science Engineer
Category: Data Science
English level: fluent
Years of experience: 6

AWS Machine Learning Specialty certification
6+ years of overall experience as Software Engineer and ~2 years as Machine Learning engineer in solving complex business problems using machine learning and deep learning techniques
Confident, reliable, proactive team- player, always looking towards improvement and optimal ways to efficient solutions. Constantly strives to increase knowledge and boost learning techniques. Open to new experiences and technologies

Developed and created ML Pipeline for anomaly detection in the fuel Tanks.
This helped to reduce the load on the analytics department and automate the process of catching critical anomalies.
Tech Stack: Python, Light GBM, Numpy, Pandas, AWS (S3, Athena, Kinesis data stream), Oracle SQL, Elastic Search
Implemented video Object Detection component for streaming video service, developed Flask based application for forecasting number of customers during the week in the stores. Documented and deployed, provided demo session for the client
Tech Stack: Python, Pytorch, Yolo v4, FBProphet, numpy, Mysql, Elastic Search, Docker
Developed image vector search similarity engine based on style and image content. New Search engine helped to find products on the website based on Image from customers instead of key words. Increased conversion on the website ±3-5%.
Documented and deployed, provided demo for a customer
Tech Stack: Python, Pytorch, VGG, Resnext, Triplet Loss, ArcFace Loss, Faiss, Knn, NMSlib,numpy,Elastic Search, Docker

Previous expertise as Software Developer in Test / Team Lead:

Developed automation framework, interacted with business analyst and product owner in requirement analysis,created regression test suite that reduce regression phase from 2 weeks to 2 days.
Did load testing/ performance testing
Coordinated work of engineers regarding project needs and sprint tasks.
Knowledge sharing for the newcomers, delegation of the test tasks to subordinates
Tech Stack: Java, Spring, Selenium,JMeeter, Maven, SQL, TEST NG
Дружный коллектив, отлаженный agile процесс разработки