Anton Dvorson

Software Architect | Generative AI Engineer | Full-Stack Developer
Amsterdam, North Holland, Netherlands
01

Summary

Strategic and results-oriented software architect and full-stack engineer with 12+ years of experience delivering scalable, high-traffic solutions. Deep expertise in Node.js, React, TypeScript, GraphQL, AWS, and DevOps, with a proven track record in e-commerce platforms, embedded systems, editorial tools, and payments infrastructure. At the forefront of the AI-driven paradigm shift, adept at leveraging generative AI and LLM technologies to accelerate development and innovation. Proven ability to align technical strategy with business goals, driving performance improvements and delivering measurable ROI.

02

Expertise

Software Architecture & System Design
Generative AI & LLM Engineering
Full-Stack Web Development
Cloud Infrastructure & DevOps
Team Leadership & Mentoring
Data Engineering & Knowledge Graphs
03

Core Technologies

Node.jsTypeScriptReactNext.jsGraphQLKotlinPythonAWSAzureDockerKubernetesTerraformMongoDBPostgreSQLElasticsearchRedisNeo4jLangflowGraphRAGLLM AgentsPrometheusGrafanaGitHub ActionsCI/CD
04

Experience

Global IT Services Company

Jan 2026 – Present (2 months)
Lead Software Engineer
GenAI Enablement Platform
Amsterdam, Netherlands

Embedded as tech lead in a GenAI Enablement team at a Fortune-500 global retailer, driving engineering delivery and SDLC maturity for an internal LLM serving and agentic development platform.

Key Highlights
  • Tech lead for GenAI Enablement at Fortune-500 retailer — building the foundational LLM serving and agentic platform enabling company-wide AI agent development
  • Introduced structured SDLC practices to a team of 4 engineers — establishing planning disciplines and delivery visibility frameworks for management
  • Contributing to secure multi-tenant AI platform with isolated, governed agent deployments enforcing data access controls across retail and supply chain domains
Technologies

Kotlin, Kubernetes, Next.js 16, TypeScript, LLM Serving Infrastructure, Agentic AI

Global IT Services Company

Nov 2025 – Jan 2026 (3 months)
Lead Software Engineer
GraphRAG Knowledge Base
Amsterdam, Netherlands

Solo-architected and delivered a GraphRAG application targeting a legacy Salesforce knowledge base of tens of thousands of articles spanning a large enterprise product portfolio.

Key Highlights
  • Solo-architected GraphRAG application for legacy Salesforce knowledge base of tens of thousands of articles — full stack from ontology design to LLM agent deployment
  • Built Neo4j knowledge graph with custom domain ontology and automated quality metrics: duplication score, product relevance, readability index, translation gap detection
  • Implemented multi-hop reasoning LLM agent with Neo4j graph traversal — answering complex queries, suggesting improvements, generating new articles from verified knowledge
Technologies

GraphRAG, Neo4j, Langflow, LLM Agents, Sigma.js, Salesforce Knowledge, Python, Custom Ontology Design

Global IT Services Company

May 2025 – Oct 2025 (6 months)
Lead Software Engineer
Multi-Agent AI for Telecom
Amsterdam, Netherlands

Built a multi-agent AI PoC for a large telecom operator, serving as one of 3 engineers across the full stack — from LLM orchestration to monitoring integration and engineer-facing chat interface.

Key Highlights
  • Built multi-agent AI PoC for large telecom operator — full stack from LLM orchestration to Grafana integration and conversational ops interface
  • Designed Langflow-orchestrated anomaly detection pipeline with specialized LLM agents independently identifying, classifying, and escalating anomalies
  • Deployed OpenWebUI conversational interface for field engineers — alert to AI-assisted root cause localization within a single interface
Technologies

Langflow, OpenWebUI, Grafana, RAG, Vector DB, LLM Agents, Python, REST APIs

Global IT Services Company

Jan 2023 – Apr 2025 (2 years 4 months)
Lead Software Engineer
Global Coffee Brand PWA Storefront
Amsterdam, Netherlands

Co-architected and co-developed a next-generation GraphCommerce-based Progressive Web App storefront for a global coffee brand, functioning as 50/50 architect and hands-on engineer.

Key Highlights
  • Co-architected GraphCommerce-based PWA storefront decoupling Magento 2 via GraphQL — Next.js + TypeScript BFF with 50/50 architect and hands-on engineering role
  • Introduced design token architecture for multi-brand portfolio — reduced second-brand onboarding from 9 months to 2 months (78% reduction)
  • Established CI/CD with GitHub Actions, migrated from Vercel to Azure with blue/green zero-downtime deployments, cutting release cycle time by 30%
  • Mentored 6 engineers and coordinated across design, QA, and product teams
Technologies

Next.js, Node.js, TypeScript, GraphCommerce, GraphQL Mesh, Apollo, GraphCMS, Redis, Vercel, Azure, GitHub Actions, Docker, NewRelic, Design Tokens

Global IT Services Company

Jun 2021 – Dec 2022 (1 year 7 months)
Lead Software Engineer
Multimedia Hub for Set Top Box
Netherlands

Developed EFL graphics components rendered directly from Node.js on embedded Linux hardware, enabling unified UX across live TV, VOD, and third-party apps.

Key Highlights
  • Developed EFL graphics components rendered from Node.js on embedded Linux — unified UX across live TV, VOD, and third-party apps
  • Optimised memory footprint and startup time, resolving critical leaks in a 400K-line codebase
  • Instrumented Prometheus/Grafana dashboards, reducing on-device crash rate by 25%
Technologies

Node.js, Embedded Linux, EFL, Prometheus, Grafana

First Line Software

Feb 2021 – Jun 2021 (5 months)
Senior Software Engineer
Heavy Equipment Marketplace
St Petersburg, Russia

Enhanced GraphQL location inference and stepper UI, improving checkout completion by 15%. Hardened infrastructure for PCI compliance.

Key Highlights
  • Enhanced GraphQL location inference and stepper UI, improving checkout completion by 15%
  • Augmented Elasticsearch suggest pipeline, cutting search latency by 40ms
  • Hardened infrastructure for PCI compliance; migrated CI/CD from Bitbucket to AWS CodeDeploy with automated vulnerability scanning
Technologies

Node.js, React, TypeScript, Strapi, Elasticsearch, Docker, AWS, Redis, Stripe, Plaid

First Line Software

Sep 2019 – Feb 2021 (1 year 6 months)
Lead Software Engineer
Editorial Tools for News Publishing
St Petersburg, Russia

Built analytics microservices and dashboards for Sweden's #2 news publisher, providing editors with real-time competitor insights and article quality scores.

Key Highlights
  • Built analytics microservices and dashboards for Sweden's #2 news publisher with real-time competitor insights
  • Implemented Puppeteer screenshot service storing >10TB images on Amazon S3; built popular photo tool with Konva.js
  • Led migration from EPiServer CMS to cloud React/Redux + Node monolith; orchestrated move to OpenShift Kubernetes, improving deployment frequency by 3x
Technologies

Node.js, React SSR, MongoDB, RabbitMQ, Docker, Kubernetes, OpenShift, Elasticsearch, d3.js

Yandex.Money

Mar 2016 – Jul 2017 (1 year 5 months)
Web Developer
Online Payment Service Platform
St Petersburg, Russia

Modernised design system using Node.js & Full-Stack BEM, replacing legacy XML/XSLT stack across 20+ payment flows.

Key Highlights
  • Modernised design system using Node.js & Full-Stack BEM, replacing legacy XML/XSLT stack across 20+ payment flows
  • Developed A/B test pages and BFF logic that lifted payment conversion on pilot flows by 8%
  • Contributed to plastic and virtual card issuance services and user stats aggregation
Technologies

Node.js, JavaScript, Full-Stack BEM

Measure LLC

May 2013 – Feb 2016 (2 years 10 months)
Full-Stack Developer & CNC Commissioning Lead
Digital Manufacturing Service Platform
St Petersburg, Russia

Built web platform enabling instant 3D-print quotes with Three.js visualisation and Node.js REST API, shortening quote cycle from days to minutes.

Key Highlights
  • Built web platform with Three.js 3D visualisation and Node.js REST API — shortening quote cycle from days to minutes
  • Migrated platform from YII PHP to Node.js REST API architecture; added admin e-commerce interface and real-time chat
  • Managed commissioning and maintenance of 12 CNC machines
Technologies

Three.js, YII PHP, Node.js, REST API, WebSocket, MongoDB

05

Education

Master's degree, Economics
Yaroslavl State Technical University (YSTU)
06

Languages

English (Fluent)Russian (Native)Dutch (A2)