Anton Shumeiko

Anton Shumeiko

Senior AI Engineer @ Ruby Labs

About

For the past 8+ years, I have worked as a Senior Software Engineer focused on frontend and AI solutions, building and shipping scalable web apps across AI, FinTech, EdTech, Healthcare and E-commerce. I have delivered production systems for a 400,000+ employee Big Four consultancy, top-tier FinTech products, fast-growing Silicon Valley startups, and web agencies. What I have built ✓ AI & LLM Integrations: Integrated OpenAI and other LLMs into production apps (chatbots, content assistants, AI copilots), built RAG flows, agent-style workflows and automation pipelines. ✓ Projects: Top-tier FinTech platforms, including Big Four firm, AI SaaS and startups, a global EdTech platform, and reputable e-commerce stores. ✓ White-label Platforms: Built white-label products with custom UI kits, dynamic themes, branding and domain flexibility using micro-frontend and monolithic architecture. ✓ APIs & Integrations: Strong experience integrating third-party APIs (payments, auth, analytics, CRMs, AI providers) into production-grade apps. ✓ Tech Stack: TypeScript, ReactJS, Next.js, Python, Node.js, Supabase (pgVector), Tailwind, micro-frontends, OpenAI/DeepSeek LLMs, RAG pipelines, LangChain/LangGraph, CrewAI, vector search, and agentic AI integrations. I enjoy transforming vague product ideas into production-ready web applications with clean user experiences and measurable business impact. If you are hiring for a Senior Frontend/Full-Stack or AI-focused role, or want to discuss an idea, feel free to reach out.

Country

Portugal

City

Porto

Industry

Computer Software

Skill

Langfuse, Growthbook, Cloudflare, Retrieval-Augmented Generation (RAG), Agentic AI with LangChain, LangGraph, CrewAI, AutoGen and BeeAI, Vector Databases, Research Skills, Programming, Amazon Web Services (AWS), Artificial Intelligence (AI), UI Automation, Longraph, AI Agents, Ai integration, a11y, Computer Accessibility, Python (Programming Language), Supabase, Make.com, OpenRouter

Experience

Ruby Labs

Senior AI Engineer

Ruby Labs

LinkedIn
2026-3 - Present · 6 mos

United States

Domain: AI / Consumer SaaS • Leading key parts of the AI product engineering, with a focus on LLM quality, routing, experimentation, and product performance. • Built and improved core AI infrastructure, including model auto-routing, system prompt optimization, evaluation workflows, and observability. • Drove latency and cost reductions while improving response quality and consistency across LLM-powered user flows. • Running A/B testing, Langfuse, Mixpanel, and AI UX optimization to make product decisions more measurable and scalable. • Helped turn AI capabilities into reliable, production-ready product systems.

Independent Consultant

AI Software Engineer/Full-Stack Engineer

Independent Consultant

LinkedIn
2025-1 - Present · 1 yr 8 mos

Porto, Portugal

Domain: AI, SaaS, Crypto, Job Matching, Marketing Automation • Delivered SaaS platforms across multiple industries (art-tech, influencer discovery, AI-powered job search, marketing automation), from design to production launch. • Built and deployed complex full-stack applications and white-label SaaS solutions using Next.js, Supabase, and modern CI/CD workflows. • Designed custom AI (Voice\Chat\Research\Trading assistants) Agents and automation pipelines (OpenAI, DeepSeek, LangChain, LongGraph, n8n, Make, ManyChat) to power workflows like SMM content creation, lead generation, lead qualification and scheduling. Technologies: Next.js, React, TypeScript, LongChain, LongGraph, ManyChats, Python, Supabase, Xano, Airtable, Vercel, OpenAI API, DeepSeek API, LangChain, n8n, Make.com, Zapier, OpenRouter, Apify, GitHub Copilot, Instagram Graph API, CI/CD (GitHub Actions), Vite, Cursor, Windsurf, Bolt.new

Trinetix

Senior Frontend Engineer

Trinetix

LinkedIn
2024-1 - 2026-3 · 2 yrs 3 mos

United States

Domain: Accounting / FinTech • Contributed to a Big 4 platform used by 400K+ users, built with a micro-frontend architecture. • Rewrote routing system across 10+ micro-frontends using modern React Router and React 18. • Integrated React Query across the app to replace legacy data-fetching logic. • Implemented globalization support and coordinated rollout with 10+ team leads across distributed teams. • Upgraded libraries, ensured CI/CD readiness, and supported successful production deployment. Technologies: React 18, TypeScript, Ant Design, React Query, GitHub Actions, Cypress, CI/CD

Charity Lab Foundation

Full Stack Engineer

Charity Lab Foundation

LinkedIn
2025-3 - 2025-11 · 9 mos

Remote

Domain: Charity / Non-Profit • Designed, developed, and deployed a full-stack donation platform supporting humanitarian food aid in Ukraine. • Built responsive web UI, custom admin dashboards, and integrated payment and user management systems using Next.js and Supabase. • Collaborated with design and backend teams to deliver high-performance UX across mobile and desktop. • Implemented image optimization, lazy loading, and analytics tracking to support SEO and MVP goals. Technologies: Next.js, TypeScript, Node.js, MUI, Styled Components, i18n, SQL, CSS-in-JS, a11y

Kyros AI

Frontend Engineer

Kyros AI

LinkedIn
2021-11 - 2024-1 · 2 yrs 3 mos

Palo Alto, California, United States

Domain: EdTech / AI • Led core frontend development, delivering ~40% of product features for a Silicon Valley-based international EdTech startup. • Built student, parent, and educator-facing web platforms, a back-office admin console, and sales dashboards. • Collaborated daily with stakeholders, CEO, and CTO to align technical decisions with product goals. • Integrated GPT-powered workflows using OpenAI API, including AI essay writing, review tools, tutoring assistant, and chat features. • Upgraded systems to React 18, improved performance, contributed to architecture, developed 30+ reusable UI components, and implemented full CI/CD with comprehensive testing. Technologies: React, Next.js, TypeScript, Tailwind CSS, Redux, OpenAI API, Swagger, Storybook

EPC Network

Full Stack Engineer

EPC Network

LinkedIn
2020-11 - 2021-11 · 1 yr 1 mo

Ukraine

Domain: FinTech/Marketing • Built B2B marketing dashboards using micro-frontend architecture and backend-for-frontend (BFF) APIs with Node.js. • Developed shared Material UI-based component libraries with full Storybook and Webpack setups for cross-team reusability. • Implemented secure API gateways, contributed to backend tasks, and reduced build time by 20% through CI/CD and Webpack optimizations. Technologies: React, TypeScript, Node.js, Express, Webpack, Jenkins, MongoDB

Adraba

Frontend Engineer

Adraba

LinkedIn
2018-3 - 2020-11 · 2 yrs 9 mos

Ukraine

Domain: Healthcare / E-commerce • Developed a complex eCommerce platform in the healthcare domain, focusing on admin panel functionality and performance. • Fully rewrote a legacy JavaScript admin panel using modern React and Material UI, significantly improving maintainability and speed. • Contributed to design-to-code delivery with high Lighthouse performance and accessibility standards. • Delivered pixel-perfect layouts in close collaboration with backend, QA, and design teams using Zeplin. • Implemented and maintained custom WordPress solutions, including deployment, configuration, and plugin-level PHP customization. Technologies: React, TypeScript, Material UI, SCSS, Firebase, Webpack, Docker, Git,Zeplin, SQL, WordPress, PHP

Education

Taras Shevchenko National University of Kyiv

Taras Shevchenko National University of Kyiv

LinkedIn

Engineer Geology

2016 - 2018 · 2 yrs

'Educational and Scientific Institute 'Institute of Geology' 'Hydrogeology and Engineering Geology ' speciality

Taras Shevchenko National University of Kyiv

Taras Shevchenko National University of Kyiv

LinkedIn

Engineer Geology

2012 - 2016 · 4 yrs

'Educational and Scientific Institute 'Institute of Geology' 'Hydrogeology and Engineering Geology ' speciality

Anton Shumeiko's Contact Information

Email

******@***.com

Phone

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