Lead Product Manager · Moscow

Product
manager,
explorer.

Building AI-powered products at scale — leading LLM agents and ML-driven experiences in fintech. Five years across Yandex and Tinkoff, and a curiosity that never quits.

01

Beyond the
roadmap.

I'm Sergei — 27, based in Moscow, building AI products by day and chasing the next wave, slope or rally by everything-else.

I'm happiest when I'm learning something with my hands as much as my head. The same instinct that pulls me into a tricky product problem pulls me onto a tennis court at 7am, into a surf lineup in Bali, or down a fresh snowboard line. Curiosity is the throughline.

A

Tennis

My constant. Early courts, long rallies, the one sport I never skip.

B

Surfing

Bali taught me patience. You don't fight the ocean — you read it.

C

Snowboard

Winters point downhill. Fresh lines, cold air, full focus.

On the map
Bali Thailand Dubai England Argentina Georgia Armenia + Europe×5–7

A dozen-plus countries across three continents — and a list that keeps growing. Travel is how I reset: new places, new problems, new ways of seeing the familiar ones.

On the wishlist

One day, a BMW.

Everyone's got a goal that's pure want. Mine has four wheels and a badge. Working on it.

02

Five years,
shipping product.

T

Tinkoff

Full-time · 1 yr 8 mos
Oct 2025 — Present
9 mos · current

Lead Product Manager

LLM agents · Credit domain

Leading the LLM-agent direction in the bank's credit domain — owning strategy, roadmap and delivery for agent-driven customer scenarios. Accountable for a ~25-person product team.

Product StrategyRoadmapLLM AgentsTeam Leadership
Nov 2024 — Oct 2025
1 yr

ML Product Manager

AI Center · Chat & voice bots

  • Led product discovery to find the highest-impact automation opportunities in customer support.
  • Delivered 10+ AI-driven features (0→1), including ML/NLP and LLM workflows — SFT/GRPO training, LoRA tuning.
  • Scaled automation, significantly reducing operational costs.
Product DiscoveryML / NLPLLM Fine-tuningAutomation
Y

Yandex

3 yrs 4 mos
Feb 2024 — Nov 2024
10 mos

Product Manager

Yandex Fintech · BNPL

BNPL services for external merchant platforms.

  • Increased click-to-pay conversion by +4% through CJM optimization.
  • Ran A/B testing and customer development to validate the funnel.
Product ManagementA/B TestingCustDevFintech
Dec 2022 — Feb 2024
1 yr 3 mos

Product Manager

Ride-Hailing · Yandex Taxi (Comfort & Premium, RU/CIS)

  • Improved pricing algorithms — +1.0 pp GMV uplift.
  • Built a city-level marketplace metrics framework for regional growth strategy.
  • Designed a scalable supply-management framework for regional operations.
  • Led cross-functional initiatives across product, analytics, operations, and marketing.
SQLProduct OpsMarketplacePricing
Aug 2021 — Dec 2022
1 yr 5 mos

Product Analyst

AdTech · Yandex Business (automated advertising for SMBs)

  • Improved bidding/ranking algorithms — CPA down 10%.
  • Built an uplift ML model for sales — +5% retention.
  • Launched advertising on new platforms 0→1 with engineering.
SQLPythonDataLensGitUplift Modelling

Early career

Where it started
Jun 2021 — Aug 2021
3 mos

Economist

Central Bank of Russia · Banking Supervision Support

Credit-risk analytics supporting the bank's supervisory function.

Credit RiskAnalyticsBanking
Jun 2019 — Nov 2019
6 mos

Data Analyst Intern

Sberbank

First steps in data — analytics and reporting inside Russia's largest bank.

SQLData Analysis
03

From physics
to economics.

2020 — 2022
Master's degree

New Economic School

Economics · Finance & Macroeconomics

NES — top economics program in Russia
2016 — 2020
Bachelor's degree

Moscow State University

Physics · Nuclear & Medical Physics

Cum laude Silver Medal · IJSO 2014 · Argentina
04

Let's talk.

Building something interesting in product or AI? Want to compare notes on surf spots? The fastest way to reach me is Telegram.

Open to interesting conversations

Sergei.

© 2026 Sergei Okladnikov · Moscow