Over 3 years of experience working with data, full cycle of ML. I analyze business pain points and know how to solve them. I easily find contact with both the customer and the guys in the team. I like order: documentation, comments, project structure. I regularly attend data events, take additional courses.
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Machine Learning EngineerTinkoffMoscow, Ru -
Machine Learning EngineerCian Sep 2024 - PresentNovosibirsk, Russia -
Ml-EngineerSbermarket Tech Dec 2023 - Sep 2024Developing a new set of recommendations to solve the cold start problem for new users and stores. The entire development cycle from research, creating new features to testing the service. Conducting A/B tests. Reviewing colleagues' code. Solving problems from technical debt. -
Machine Learning EngineerCdek- Express Courier Delivery May 2023 - Dec 2023Novosibirsk, Russia- Developed a forecast for the number of orders for couriers.- Developed the generation of orders on the map, taking into account the density of distribution of historical orders.- Found a way to combine the forecast and knowledge of already created real orders in the early stages. -
Junior+ Machine Learning EngineerCdek- Express Courier Delivery Jan 2022 - May 2023Novosibirsk, Russia- Responsible for our part of the cross-team Routing project. Set deadlines, assign priorities, assign tasks. Collaborated with the main project manager, QA, developers, data engineers, data analysts.- I plunged into the context of the problem: visited courier bases and warehouses, traveled along the route with a courier in several cities. - Created the way to solve optimize courier assignments and route task.- Deployed a web application with CatBoostRegressor to predict task execution time. -
Junior Machine Learning EngineerCdek Digital Aug 2021 - Jan 2022Russia, NovosibirskI solved the problem of classifying text requests to technical support. Result: improved support response time (by 20%) and quality of responses (user ratings: 4.1 -> 4.7). -
Python TutorФриланс Jan 2018 - Jun 2021- Created a curriculum for each student.- Helped with project development for term papers, homework or exam- I taught the basics of the sciences that I understood: programming, mathematics, physics.
Mikhail Kandriukov Education Details
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Artificial Intelligence -
Information Systems And Technologies
Frequently Asked Questions about Mikhail Kandriukov
What company does Mikhail Kandriukov work for?
Mikhail Kandriukov works for Tinkoff
What is Mikhail Kandriukov's role at the current company?
Mikhail Kandriukov's current role is Machine Learning Engineer.
What schools did Mikhail Kandriukov attend?
Mikhail Kandriukov attended Itmo University, Novosibirsk State Technical University, Sesc Nsu.
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