Moscow, RU — 2026

Nikolai
Konstantinov

Frontend Team Lead & AI Agent Engineer

Leading engineering teams, driving delivery, shaping frontend architecture, and building AI-powered development workflows.

Nikolai Konstantinov

01 Summary

I'm a Lead Software Engineer and Engineering Manager with 5+ years of experience building large-scale consumer products, leading engineering teams, and working on the intersection of frontend architecture and AI-enabled software development.

At Sber, I lead a cross-platform team of Web, iOS, and Android engineers supporting 20+ products across SberOnline. My work covers software architecture, engineering standards, delivery, technical decision-making, developer experience, and collaboration with product and business teams.

Over the last few years, I've also been focused on AI for software engineering. I build AI agents, multi-agent systems, and MCP infrastructure that connect engineering tools, documentation, analytics, and development workflows. I'm particularly interested in how AI changes the software development lifecycle and the role of engineers within it.

I also regularly speak at engineering conferences including HolyJS, Stachka, MoscowCSS, and AI x Frontend on topics such as WebMCP, the Agentic Web, WebTransport, modern frontend architecture, and developer productivity.

Top skills

  • Public Speaking
  • Engineering Leadership
  • Software Architecture
  • React.js
  • TypeScript

02 Experience

Service Delivery Lead / Lead Frontend Developer / AI Agent Developer

Sberbank — Moscow, Russia

Aug 2021 — Present

  • Progressed from Frontend Developer to Lead Frontend Developer, AI Agent Developer, and Service Delivery Lead within Sber Online, one of the largest digital banking ecosystems in Europe.
  • Lead a cross-functional engineering team of 10–12 Web, iOS, and Android engineers supporting more than 20 products and services.
  • Own frontend architecture, engineering standards, developer experience initiatives, delivery planning, estimation, and technical decision-making.
  • Drive AI-enabled product development lifecycle initiatives, including MCP infrastructure integrated with internal task trackers, analytics platforms, documentation systems, and engineering tools.
  • Develop multi-agent systems and AI agents that automate engineering workflows, reduce repetitive work, and accelerate software delivery.
  • Collaborate with product and business stakeholders to evaluate technical trade-offs, define roadmaps, and align engineering efforts with business goals.
  • Delivered and maintained customer-facing banking services used by over 83 million monthly active users.
  • React
  • Redux
  • TypeScript
  • Vite
  • Webpack
  • Module Federation
  • Python
  • LangChain
  • LangGraph
  • MCP
  • GitLab CI/CD

Full Stack Developer

Mediator — St. Petersburg, Russia

Aug 2020 — Jul 2021

  • Built real-time video communication features for remote education platforms using WebRTC.
  • Developed low-latency cross-platform solutions across frontend and backend systems.

03 Education

Master's Degree in Computer Science

ITMO University — St. Petersburg, Russia

Aug 2023 — Jun 2025

  • GPA: 4.96 / 5.0
  • Thesis: "Framework for building high-load applications using WebTransport."
  • Researched client-side delivery of dynamic machine learning models via WebTransport.

Bachelor's Degree in Computer Science

Peter the Great St. Petersburg Polytechnic University — St. Petersburg, Russia

Aug 2019 — Jun 2023

  • GPA: 4.8 / 5.0
  • Thesis: "Cross-platform video streaming service using WebRTC."
  • Studied real-time communication protocols and browser-based media delivery systems.

04 Research & Projects

Framework for building high-load applications using WebTransport

ITMO University — Master's Research Project

2023 — 2025

  • Designed a framework using WebTransport to deliver ML models dynamically to client-side applications.
  • Optimized for performance in high-load environments, enabling efficient streaming and execution of models in-browser.

05 Conference Talks

06 Pet Projects

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07 Skills

Languages

  • TypeScript
  • JavaScript
  • Python
  • SQL

Frontend

  • React
  • Redux
  • Next.js
  • Vite
  • Webpack
  • Module Federation
  • Styled Components
  • CSS Modules

AI

  • LangChain
  • LangGraph
  • MCP
  • Multi-Agent Systems
  • RAG
  • AI-enabled PDLC

Backend

  • Node.js
  • WebSockets
  • WebRTC
  • WebTransport
  • REST APIs

Blockchain

  • Ethereum
  • Farcaster
  • viem
  • wagmi
  • Smart Contract Integrations

Infrastructure

  • AWS
  • GitLab CI/CD
  • Docker

Leadership

  • Engineering Management
  • Technical Leadership
  • Mentoring
  • Hiring
  • Architecture
  • Product Strategy