Mitya Kozlov
3.1.2-β.1Berlin (relocating) • +972 534457693 • job@mityakozlov.com • English • Russian
Professional Summary
Engineering leader who built a 23-engineer organization from scratch as founding member of a fintech subsidiary: 6 autonomous product squads and a platform team. Doubled feature throughput, reduced churn from 15% to 3%, and enabled 10x customer growth through DDD-based team design and hands-on technical leadership. Combines rare cross-functional depth (product strategy, business operations, platform engineering) with deep Linux and systems expertise.
Work Experience
Staff Platform Engineer
Nov 2024 - Present • 1 yr 8 mo
- Designed and executed infrastructure repatriation from AWS to on-prem Kubernetes across the full production stack using Terraform, Ansible, and AI-assisted development tooling, reducing operating costs by 23% with zero customer-facing degradation.
Fintech subsidiary of SG Group • Scaled from 5 to 60, Top 5 nationally
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Head of Engineering
Product Development • Platform Engineering • Infrastructure
Sep 2017 - Feb 2024 • 6 yrs 6 mos
- Built engineering from zero to 23 (6 product squads, platform team, 4 cities), enabling the flagship SME product (21% of revenue) by pitching the business case to SLT, owning budget and vendor relationships, and personally hiring every engineer.
- Doubled feature throughput in partnership with Product, Design and business stakeholders by building a DDD-based team topology with a Platform team owning DevEx, infrastructure, and regulatory environment, alongside compact full-stack squads aligned to business domains from onboarding to termination.
- Reduced engineer churn from 15% to 3% and lifted developer CES from 3.2 to 5.6 by establishing a high-ownership culture built on pull-based delivery, collaborative design reviews, trunk-based development, faster feedback cycles (YBIYRI), and self-service dev environments that cut onboarding to under 1 day.
- Grew 4 engineers into significantly expanded roles (including junior dev to Team Lead in under 2 years and DB engineer to Platform Tech Lead) by maintaining individual competency maps, setting clear performance expectations, mentoring through regular 1:1s, and providing dedicated training time and budget.
- Compressed delivery cycle time (p85) from 90 to under 30 days by building CI/CD automation for a distributed Go/C# system spanning 11 time zones, migrating to private Kubernetes cloud, and adopting trunk-based deployment with automated failover.
- Enabled 10x customer growth by leading a gradual decomposition of a legacy monolith into modular scalable event-driven architecture while maintaining both systems in parallel, aligning service boundaries to business domains using DDD and Hexagonal Architecture.
- Reduced MTTR by 45% and maintained a demand-based 99.9% SLI aligned to transaction schedules by introducing observability standards (Grafana, VictoriaMetrics) with on-call runbooks and structured incident response.
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Head of Operations
Jul 2014 - Sep 2017 • 3 yrs 3 mos
- Identified and validated a new SME financing opportunity through 100+ customer interviews and competitor analysis, securing SLT approval by building a business case projecting 300+ bps margin aligned with the group's market expansion strategy.
- Boosted conversion 2.6x and CLTV by 29% by compressing time-to-money from days to hours through digital onboarding, pre-approved buyer limits, and end-to-end automation of the financing lifecycle.
- Doubled pipeline velocity and expanded addressable market by 17% by orchestrating GTM that blended sales-assisted outbound with product-led growth, leveraging the group's retail banking network.
- Reduced payment cycle time by 73% and operational overhead by 19% by designing real-time payment processing pipelines with ISO 20022-compliant APIs.
- Delivered $0.9M in annual interest savings and added 30 bps in revenue by building a cashflow forecasting system and increasing payment auto-allocation from 30% to 90%+ through pattern recognition algorithms.
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Senior Product Manager
Nov 2010 - Jul 2014 • 3 yrs 9 mos
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Project Lead
Jun 2007 - Nov 2010 • 3 yrs 6 mos
Education
Master of Science in Applied Mathematics
National University of Science and Technology • 5 yrs 6 mos