Maksim Kozlov

Maksim Kozlov Email and Phone Number

TechLead, RnD/Solution Architect, Head of AI @ MTS Group
moscow, moscow city, russia
Maksim Kozlov's Location
Antalya, Türkiye, Turkey
Maksim Kozlov's Contact Details

Maksim Kozlov personal email

About Maksim Kozlov

As a seasoned Lead Architect and Technical Innovator, I have cultivated a career marked by leading transformative projects in the realms of data storage, distributed systems, and cloud-native applications. My forte lies in bridging the gap between complex technological challenges and practical, innovative solutions.I've successfully spearheaded initiatives ranging from selecting main transactional data storage systems to forming a virtual RedTeam aimed at enhancing system security and reliability. My approach combines rigorous testing - including synthetic load generation and Jepsen tests - with strategic scenario development, ensuring that every solution not only meets but exceeds the required standards.A significant part of my role involves exploring new frontiers, as evidenced by my work on the experimental Calvin Database project. This initiative delved into quorum algorithms, various data storage layers, and distributed transactions, pushing the boundaries of current database management knowledge.My commitment to knowledge sharing and skill development is reflected in the comprehensive training programs I've designed for employees, focusing on creating cloud-native applications in Service Mesh environments. These programs not only equip teams with the latest in Java, Envoy, and Spring Boot but also delve into crucial aspects of monitoring and analysis using tools like Prometheus and Grafana.Currently, I am developing an active monitoring system for microservices, focusing on predictive analysis and performance degradation. This project stands as a testament to my dedication to continuous innovation and improvement in the tech field.In addition to my project work, I regularly share insights and learnings at internal conferences and meetups, and have provided pivotal DevOps and architectural support for key internal projects.My objective is clear: to continue pioneering in technical innovation, integrating cutting-edge technologies into sophisticated IT systems, and sharing my journey through presentations and hands-on contributions. My mission is to inspire and lead teams towards achieving groundbreaking advancements in the ever-evolving landscape of technology.

Maksim Kozlov's Current Company Details
MTS Group

Mts Group

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TechLead, RnD/Solution Architect, Head of AI
moscow, moscow city, russia
Website:
mts.ru
Employees:
7267
Maksim Kozlov Work Experience Details
  • Mts Group
    Solutions Architect
    Mts Group Sep 2022 - Present
    Russia
    Overview:Experienced IT Architect with a focus on integrating advanced technologies into architectural frameworks and development processes. Expertise in multi-data center operations, service architecture, and AI implementation in tech environments.Key Contributions:GSLB Selection & SDN Implementation: Led GSLB technology selection and SDN implementation based on WireGuard for multi-data center operations. Conducted a detailed PoC to evaluate technology efficiencies.Chaos Engineering Practices: Implemented Chaos Engineering practices, enhancing system resilience. Shared insights at MTS True Tech conference and integrated these practices into product teams.AI in Development: Initiated AI integration in development, focusing on GitHub Copilot and ChatGPT for developers' tasks. Involved in creating tests to assess AI tool effectiveness.Service Mesh Architecture: Developed and piloted Service Mesh architecture, scaling it across product teams. Implemented AI tools for failure detection and analysis in Service Mesh.Objective:Aiming to leverage my expertise in IT architecture and AI to drive innovation and operational efficiency in technology-centric environments. Passionate about pioneering AI application, network architecture, and enhancing system resilience.
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  • Wmt Group
    It Auditor & Machine Learning Consultant
    Wmt Group May 2021 - Present
    Armenia
    Overview:Specializing in machine learning and team communication technologies, I bring expertise in data-driven tech enhancements and process streamlining in tech startups.Achievements:Enhancing Communication Tech with ML: Joined a startup at a crucial phase to transition from static analysis to ML. Expanded and auto-labeled datasets using ChatGPT, combined with effective pre/post-processing and ML techniques like BERT, significantly increasing accuracy and securing new investments.Product Strategy Revamp: Contributed to a major overhaul of the product, realigning it with market and technological advancements, positioning the startup for future success.Streamlining HR with ML: Developed an ML model for resume analysis and classification, automating the initial screening process and significantly reducing HR workload.Leadership & Project Evaluation: Leading a team of 2 Data Scientists, 1 Backend Developer, 1 Frontend Developer, 1 Linguist, and 1 Analyst/Product Owner. Involved in project evaluations and interviewing technical experts for senior roles.Objective:Aiming to leverage my IT audit and ML expertise to aid startups in tech capability enhancement and process optimization. Passionate about merging technology and business challenges.
  • Cdo Global
    Technical Lead, Head Of Ai
    Cdo Global Mar 2021 - Present
    Moscow, Moscow City, Russia
    Overview:As the lead of DeepTalk's ML development, I drive the innovation of educational technologies using machine learning. My role involves team leadership, product development, and market adaptation.Achievements:DeepTalk Product Suite: Established a team for the DeepTalk family, focusing on ML-based educational tools.Handwriting Recognition Project: Led a project for recognizing school students' handwriting in essays and math, involving custom annotation tool development and integration into the company's platform.Innovations with ChatGPT: Conducted product hypothesis testing and PoC creation using ChatGPT, followed by model development and validation.Personalized Learning Trajectory System: Developed a system for personalized learning trajectories using historical data analysis and knowledge graph construction.Digital Teacher Twin: Created a digital twin of a teacher, incorporating NLP, SpeechToText, and TextToSpeech, initially using Google Cloud technologies before transitioning to in-house models.Security Enhancement: Implemented an API Gateway and refined the learning platform's authorization system for enhanced security.Market Expansion: Currently adapting our products for the Indian education market.Team: Lead a team of 3 Data Scientists, 2 Backend Developers, 3 Frontend Developers, a DevOps engineer, and 2 Analysts.Tech Stack: Expertise in Traefik, Golang, Python, Tesseract, PyTorch, NumPy, TensorFlow, Keras, Moodle, PostgreSQL, etc.Objective:Aiming to further advance educational technology through ML innovation, making learning tools more accessible and impactful globally. Focused on merging tech with education for better learning outcomes.
  • Sberbank
    Head Of Rnd Smartmarket
    Sberbank Mar 2021 - Sep 2022
    Professional Role:As TechLead for the SmartMarket project, I managed a spectrum of tasks from incident resolution to prototyping. My focus was on integrating technologies, enhancing system reliability, and streamlining development with AI/ML solutions.Responsibilities:System Integration: Led the integration of SmartMarket tools with Platform V, facilitating DBaaS and FaaS applications. This involved API-first integrations with adjacent systems and sizing estimations.Reliability Enhancement: Boosted SmartMarket's microservice architecture reliability. Employed Chaos Engineering to test resilience under various scenarios, achieving a 99.9% criticality level for runtime components with dual-operation arms and infrastructure improvements.Recruitment and HR: Handled resume verification and senior/architect role interviews, both for in-house and outstaff teams, ensuring high-caliber team expansion.AI/ML Development: Implemented a custom GPT-3 based model for development auto-completion, enhancing efficiency.Team Leadership:Oversaw 2 architects and multiple teams, coordinating diverse tasks for optimal project outcomes.Objective:Continuing to lead in tech innovation, I aim to apply my skills in system integration, AI/ML, and team management to cutting-edge projects, advancing smart application technologies.
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  • Sberbank
    Research Development Lead, Head Of Ai
    Sberbank Aug 2019 - Mar 2021
    Moscow, Russian Federation
    Professional Overview:As the leader of the RnD team for AI initiatives, I specialize in bridging the gap between innovative AI solutions and architectural demands. I built and managed a developer-architect team of 4, alongside a 10-person Data Science team, driving forward-thinking projects in AI and architecture.Key Responsibilities:Team Management and Collaboration: Assembled a skilled developer-architect team to collaborate effectively with the existing Data Science team. Focused on integrating diverse skill sets to achieve cohesive project outcomes.Project Leadership: Undertook multiple roles, including developer, architect, and Product Owner. Responsibilities included formulating hypotheses, developing PoCs, and setting objectives based on RnD outcomes.Strategic Development and Implementation: Transformed business requirements into specific, actionable problems. Defined clear objectives and results for project work, overseeing the development and implementation processes.Major Projects:Developed an AI engine for modifying microservice architecture in cloud environments, incorporating autoscaling, fault tolerance, and availability using Chaos Engineering.Created "smart" stubs for various API types.Implemented architecture recovery from code and architecture validation before acceptance testing.Designed an ML Fuzzing API for service testing and data collection.Developed a chatbot for the architectural knowledge repository.Additional Contributions:Actively involved in inner source teams as a Chaos Engineer, testing and improving legacy systems.Presented at ArchDays 2019 on Chaos Engineering in banking: Journey into Chaos.Objective:My goal is to continue leading and innovating in AI and architecture, merging technical expertise with strategic insight to create robust, efficient, and cutting-edge solutions in the architectural sector.
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  • Sberbank-Technology
    Research Development Lead
    Sberbank-Technology Sep 2018 - Aug 2019
    Moscow, Russian Federation
    Overview:As a Lead Architect, I've spearheaded multiple projects, focusing on data storage, distributed systems, and cloud-native applications. My expertise lies in scenario development, technical leadership, and practical implementation in advanced IT environments.Key Projects:Data Storage Selection: Led the transition from GridGain and Oracle. Conducted comprehensive testing and analysis, including synthetic load generation and Jepsen tests.Virtual RedTeam Formation: Developed scenarios and toolsets for testing distributed solutions, identifying defects, and enhancing operational risks, stability, and security in banking systems.Calvin Database Research: Explored data consistency algorithms, storage layers, and distributed transactions. Aimed to verify key database management hypotheses.Cloud Native Applications Training: Orchestrated an employee training program on cloud-native applications using OpenShift/k8s, Istio, Java 9+, and monitoring tools like Prometheus and Grafana.Active Monitoring System: Developing a system for microservice monitoring and analysis, focusing on performance prediction and degradation analysis.Presentations & Contributions:Delivered presentations at internal conferences and meetups.Supported an internal AWS project with DevOps and architectural expertise, involving nginx, Golang, Node.js, and Python.Objective:Continuing to lead in technical innovation and project development, aiming to integrate cutting-edge technologies into complex IT systems and share expertise through presentations and practical applications.
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  • Vtb
    Senior System Architect
    Vtb Feb 2018 - Sep 2018
    Moscow, Russian Federation
    Worked on the project: Digital Banking Solution (DBS) for legal entities.I participated in discussing the architecture of the DBS, validating domain models. I was involved in designing several services with key functionalities based on CQRS and Event sourcing patterns.I developed the architecture of several functional microservices. Tech. design. Testing. Implementation.Implemented end-to-end logging using Sleuth and Zipkin.Ensured developers worked correctly with Hystrix.Handled security issues in the internal perimeter and authorization via SSO + TLS v1.3.Properly designed and expanded the functions of the API gateway, Apache Zuul. I was involved in performance tuning due to peculiar requirements.Hidden nginx behind zuul, which severely affected my psychological state.Constructed a graph of relationships between microservices and addressed the issue of microservice dependencies at startup.Conducted code reviews and tried to explain to developers.Explained to devops gurus that I wasn't breaking their yearly pipeline by wanting to have a scalable API gateway service.Technologies/tools used include:Kubernetes,Docker,Kafka, Kafka Streams,Java,Spring Boot,Hibernate,PostgreSQL (Standalone),CQRS and Event Sourcing, among others.
  • Sberbank-Technology
    Senior Software Developer
    Sberbank-Technology Jan 2017 - Feb 2018
    Moscow, Russian Federation
    Development and adaptation of the Apache Ignite project for implementation in the bank's internal projects.For this project, I also performed tasks such as: writing Jepsen tests, implementing a split-brain detection mechanism, writing a ZeroMQ streamer, and so on.I was also involved in the process of team building and organizing infrastructure for testing.
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  • Sberbank-Technology
    Software Developer
    Sberbank-Technology Jun 2015 - Jan 2017
    Ryazan Region, Russian Federation
    Development and testing of advanced solutions. In my work, I used ASF Camel, Ignite, and Kafka. Application modernization using Hazelcast to implement cluster operations.
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  • Hickory, Llc
    Team Leader
    Hickory, Llc Sep 2011 - Jun 2015
    Ryazan Region, Russian Federation
    I work with:Ruby,Ruby on Rails,crawlering, scraping,PostgreSQL.
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  • Ооо Аспект
    Software Engineer
    Ооо Аспект Nov 2012 - Jun 2013
    Ryazan Region, Russian Federation
    I work with:Java,Vaadin,Hibernate,Scala,Apache CXF,Oracle.

Maksim Kozlov Skills

Java Ruby On Rails Ruby Postgresql Redis Rabbitmq Vaadin Capistrano Haml Websphere Application Server Apache Camel Scala Clojure Linux Docker Apache Ignite

Maksim Kozlov Education Details

Frequently Asked Questions about Maksim Kozlov

What company does Maksim Kozlov work for?

Maksim Kozlov works for Mts Group

What is Maksim Kozlov's role at the current company?

Maksim Kozlov's current role is TechLead, RnD/Solution Architect, Head of AI.

What is Maksim Kozlov's email address?

Maksim Kozlov's email address is dr****@****ail.com

What schools did Maksim Kozlov attend?

Maksim Kozlov attended Ryazan State Radiotechnical University (Former Academy).

What are some of Maksim Kozlov's interests?

Maksim Kozlov has interest in Functional Programming, Workout, New Technologies, Digital Photography, Parallels Computing.

What skills is Maksim Kozlov known for?

Maksim Kozlov has skills like Java, Ruby On Rails, Ruby, Postgresql, Redis, Rabbitmq, Vaadin, Capistrano, Haml, Websphere Application Server, Apache Camel, Scala.

Who are Maksim Kozlov's colleagues?

Maksim Kozlov's colleagues are Pavel Fedosov, Petr Filippov, Hrant Charkchyan, Евгений Л, Ilya Ermokhin, Nazeer Ahamed, Константин Лучков.

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