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Dmitrii Khodakov is listed as CTO Search, Analytics, Buyers at AVITO at Avito, a with 982 employees, based in Tbilisi, Georgia. AeroLeads shows a matched LinkedIn profile for Dmitrii Khodakov.
Dmitrii Khodakov previously worked as CTO Search, Analytics, Buyer Experience at Avito and Head Of Engineering at Avito.Ru. Dmitrii Khodakov holds Master'S Degree, Machine Learning And Neural Networks from Moscow Institute Of Physics And Technology (State University) (Mipt).
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I've been working in the IT industry for more than 15 years. For the last 7 years I've been more focused in leadership, large systems architecture and applied Machine Learning. I have experience in development of high load and distributed systems, with 100+k rps real time loads and petabytes of big data storages, managing teams of hundreds senior engineers with focus on applied AI on real business revenue and clients satisfaction. Accomplished experience in managing multi-site international teams. Track record of technology driven business growth.
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Technical leader of 200+ software engineers in 3 interconnected areas• Search and Recommendations (main liquidity source, ranking, applied Machine Learning, monetization)• Analytics Platform (DWH, analytical instruments, events SDK, stream processing)• Buyer experience (application screens: main page, search, item, model pages and more)
Moscow, Russian Federation
• Archieved buyers growth +50% in two years (ml and ux ab experiments). Search, main page, item page) product. • Improved DWH Analytics and data science platform. Unlocked scalability blockers, improved ux for over 200 analysts company-wide, launched successful realtime analytics implications.• Several teams, 120+ employees. Constant hiring and retention. Improved interviewing process at company level• Launched realtime neural net based ml rankers and vector search solutions. in-house search engine.
Moscow, Russian Federation
• Technical team leader in recommendation systems department• Significant business impact on top classified site, and one of 3 largest it companies in Russia• Building and management of recommendations team. ~12 developers and data scientists• ~25 production loaded microservices, written on async Python + Golang• Our systems can handle 50 million items, 60 million users, 1.5 billion events daily, operating in kubernetes cluster during loads up to 10 krps external traffic load• Lots of storage solutions: Distributed: Redis, MongoDB, Sphinx Search Engine, Tarantool. Analytics and transactions: PostgreSQL, Vertica. Messaging systems: RabbitMQ, NSQ, Kafka• Initiated separation of recommendations system from php monolith into microservices, resulted in dramatically increased development speed, system stability and low latency• Data driven decisions based on statistics, company scale abtesting system • Encouraged best development practices such as TDD, code review• Interviews, hirings and trainings for new employees
Moscow, Russian Federation
• Development of online microservice-based software architecture for recommendations. Async Python / Golang.• Offline batch machine learning pipeline, based on matrix factorization (C, Cython, OpenMP)• Efficient implementation of content clustering algorithm (C, Cython, OpenMP)• AB testing, implemented multiarmed bandits optimisations and online analytics• Various production-ready machine learning applications (classification, regression, entity extraction, clusterization, etc)• Development of intelligent analytic content delivery system for various user segments
Moscow, Russian Federation
Software monitoring, management and task distribution system for computational GPU cluster• Leader of group of 2-3 developers: TDD, code reviews, Agile methodology• Full cycle of development, deployment and support• Successfully implemented and integrated 3 production systems• Back-end and system core written on Python3• MySQL as data storage database• Single web page dashboard with plots (REST JavaScript/jQuery/Angular js front-end)
Moscow, Russian Federation
Development of network simulator (full OSI stack protocol stack + physical layer)• Efficient and precise network simulator written on C++, Linux• Work with NS3 simulation environment• Implemented custom MAC layer protocol for distributed wireless network• Researched header compression possibilities with RoHC protocol• Modelling and analysis of results on Python3• Research in wireless protocols fields (WiFi, GSM, LTE, ZigBee, etc)
Moscow, Russian Federation
Implementation of dominators search algorithms for compiler's Control-Flow Graph visualisation software
Other employees you can reach at avito.ru. View company contacts for 982 employees →
Вера Панфилова
Colleague at AvitoRussia, Russian Federation
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Artur Verdian
Colleague at AvitoBarcelona, Catalonia, Spain
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Petr Khabukhaev
Colleague at AvitoTbilisi, Georgia
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Dmitry Shurshilin
Colleague at AvitoRussia, Russian Federation
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Ekaterina Shilova
Colleague at AvitoSt Petersburg, St Petersburg City, Russia, Russian Federation
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Oleg Redkin
Colleague at AvitoYerevan, Armenia
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Mila Vavilova
Colleague at AvitoMoscow, Moscow City, Russia, Russian Federation
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Olga Frolova
Colleague at AvitoSt Petersburg, St Petersburg City, Russia, Russian Federation
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Polina Karpova
Colleague at AvitoRussia, Russian Federation
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Iuliana Votiakova
Colleague at AvitoDubai, United Arab Emirates
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Quick answers generated from the profile data available on this page.
Dmitrii Khodakov works for Avito.
Dmitrii Khodakov is listed as CTO Search, Analytics, Buyers at AVITO at Avito.
Dmitrii Khodakov is based in Tbilisi, Georgia while working with Avito.
Dmitrii Khodakov has worked for Avito, Avito.Ru, Orion, Telum, and Intel Student Lab At Mipt.
Dmitrii Khodakov's colleagues at Avito include Вера Панфилова, Artur Verdian, Petr Khabukhaev, Dmitry Shurshilin, and Ekaterina Shilova.
You can use AeroLeads to view verified contact signals for Dmitrii Khodakov at Avito, including work email, phone, and LinkedIn data when available.
Dmitrii Khodakov holds Master'S Degree, Machine Learning And Neural Networks from Moscow Institute Of Physics And Technology (State University) (Mipt).
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