Senior Product Manager, AI/ML Products
Bank CenterCredit (BCC)
Kazakhstan’s #2 commercial bank by assets, 10,000+ employees, heavily regulated environment
Oct 2025 — PresentLeads a portfolio of 5+ AI/ML products at a regulated bank; improved an HR assistant’s accuracy to 94% and reports 200+ quarterly hours saved.
• Lead product strategy and delivery for a portfolio of 5+ AI/ML products across enterprise AI, HR automation, and customer service
• Own AI Studio, an internal LLM platform: secure AI access, agent builder, RAG over 900+ internal documents, low-code automation; defended the Q2 roadmap directly to the Chairman of the Management Board and the project committee
• Drove HR Centrix AI assistant in Microsoft Teams from 78% to 94% accuracy by redesigning RAG chunking strategy; saved 200+ man-hours per quarter through agentic automation
AI Transformation Program Manager
inDrive
Ride-hailing and services super-app, 400M+ downloads, 48 countries, $1.2B valuation
Oct 2024 — Oct 2025Co-led company-wide AI transformation, rolling out prediction products across 40 countries and increasing employee adoption of AI tools.
• Co-led enterprise-wide AI transformation alongside the Chief of AI, reporting directly to the CEO on strategy and progress
• Drove Churn Prediction rollout: x6 retention efficiency, scaled across 40 countries; defined business success metrics, designed a leakage-free A/B test, bridged the DS team and marketing
• Owned Vertical Intent Prediction: x2 cross-sell on the Kazakhstan pilot; pushed an MVP-first approach over an over-engineered model
• Grew org-wide AI tool adoption from 54% to 71% and frequent users from 43% to 52%
Head of PMO / Product & Delivery Lead
Equator
Dec 2023 — Oct 2024Led product and delivery across a 9–10-product portfolio and 15-person team; reduced release time by 70% and production defects by 50%.
• Operated as #2 leader after the CEO, owning product and delivery strategy across a 9-10 product portfolio
• Managed a 15-person cross-functional team: 3 managers, backend and frontend engineers, QA, and UI/UX designers
• Reduced Time-to-Release by 70% (6 weeks to under 2) by redesigning product-engineering workflows and introducing sprint-level accountability
• Cut production defects by 50% through structured QA governance and backlog hygiene
• Drove early AI adoption in product delivery — AI tooling for documentation, testing, and task management
Head of PMO (Product Operations & Tech Service)
Kwaaka
Jun 2022 — Dec 2023Built onboarding and support teams, brought 500+ restaurants live, reduced onboarding time to 5–6 days, and cut order-flow errors by 95%.
• Promoted from IC to department lead within 1 month; built two teams from scratch (onboarding and tech support, 11 FTEs)
• Owned the product feedback loop: partner insights, backlog prioritization, roadmap with engineering
• Designed and shipped a self-service admin panel, automating partner workflows
• Scaled partner onboarding from 30 days to 5-6; brought 500+ restaurants live with full POS integration across the CIS
• Reengineered order flow processes, reducing error rates by 95%
• Led POS vendor integrations: API design, documentation (Postman/Swagger), testing, production deployment
Co-Founder
Happy DOStavka
May 2020 — Jun 2022Co-founded a logistics business, held full P&L ownership, and grew monthly profit 3.75x in 10 months.
• Built a logistics business from zero with full P&L ownership, growing monthly profit 3.75x in 10 months
• Designed operational processes for route optimization, cost control, and performance tracking; managed a team of 8