**ANDREI CHERNYSHEV** **Applied AI Engineer | Agentic Systems | MCP | AI Orchestration** Haifa, Israel | +972 55 773 1710 | andrei.chernyshev@synamcps.ai | https://linkedin.com/in/andrei-chernyshev | https://t.me/zmiishe # SUMMARY Hands-on software engineer and architect with 20+ years in production systems and recent end-to-end work on agentic AI infrastructure. Built a corporate MCP server, enterprise RAG infrastructure, AI governance and auditability controls, AI-assisted code review, and AI-native development workflows at Algorithmics Global. Now founding and building SynaMCPs, an enterprise MCP-based AI orchestration platform for production LLMs and autonomous agents. Experience spans agent orchestration, tool catalogs, permission boundaries, prompt pipelines, vector databases, fallback handling, token and inference-cost tracking, distributed systems, CI/CD, SRE, and high-load production operations. Comfortable turning business logic into working systems and owning architecture, implementation, reliability, and delivery. # APPLIED AI & ENGINEERING | **Agentic AI** | MCP ecosystems and tool catalogs | Agentic orchestration | Multi-agent workflows | Enterprise RAG | Prompt engineering | AI governance | Auditability | Policy enforcement | | - | - | | **AI Engineering** | AI-native development workflows | AI-assisted code review | Cost-aware inference | Token governance | Model gateways | Fallback handling | Secure API integrations | | **Software** | Go | Python | Node.js | TypeScript/JavaScript | PHP | PostgreSQL | MySQL | REST APIs | Microservices | Event-driven systems | | **Production** | Kubernetes | Docker | AWS/GCP | Lambda | Cloudflare Workers | CI/CD | GitLab | Grafana | ELK | Prometheus | IaC | DevSecOps/SRE | # PROFESSIONAL EXPERIENCE | **Founder & Chief AI Architect - SynaMCPs** | **May 2026 - Present** | | - | -: | *Enterprise AI orchestration platform built on the Model Context Protocol.* - Founding and building an enterprise platform for integrating production LLMs and autonomous AI agents into business processes, owning architecture, product, and engineering end to end. - Architecting event-driven infrastructure for SynaMCPs cloud servers and multi-agent workflows across AWS, Scaleway, Hetzner, Docker, and Kubernetes. - Building prompt-engineering pipelines, RAG frameworks over vector databases, secure API integrations, and standardized model gateways via MCP with permission boundaries and access control. - Engineering low-latency agent orchestration with fallback handling, plus tooling for tracking inference cost and token usage to keep quality and spend under control. - Turning high-level business logic and enterprise-automation gaps into concrete AI solutions designed to reduce manual overhead and increase operational velocity. - Stack: Go, Python, Kubernetes, cloud-native infrastructure, CI/CD. | **Chief Technology Officer - Algorithmics Global** | **Jan 2024 - May 2026** | | - | -: | *Global EdTech platform operating across 100+ countries.* - Built a corporate MCP server that standardized enterprise AI integrations, tool catalogs, and access control - a proxy and governance layer for how internal systems interact with AI. - Built enterprise RAG infrastructure and a corporate knowledge-management platform. - Designed and implemented an AI governance framework with auditability standards and policy-enforcement controls for safe production adoption of AI-generated code and AI-developed services. - Introduced AI-assisted code review and AI-native development workflows across the engineering team. - Migrated the platform to a Kubernetes-based cloud-native stack with AWS Lambda and Cloudflare Workers for selected services and edge workloads. - Led a cross-functional team of 15 across Development, DevOps/SRE, QA, and Infrastructure in multiple countries and time zones; owned design reviews, code quality, and live-site health. | **Chief Technology Officer - Algorithmics** | **Aug 2020 - Dec 2023** | | - | -: | *EdTech scale-up operating in 60+ countries.* - Owned live-site operations for infrastructure of up to 400 servers handling approximately 300,000 requests per minute. - Re-architected the core platform from a monolith to geo-distributed microservices, enabling international scale. - Introduced Infrastructure-as-Code and standardized engineering delivery; migrated the organization to GitLab SaaS and later GitLab Self-Managed for source control, code review, CI/CD, and issue tracking. - Led an external Big Four cybersecurity audit, regulatory certification, technical due diligence, and the technical separation of the business during a company sale. - Scaled the engineering organization to 50 people across development, QA, and infrastructure. | **Deputy CTO & Solutions Architect - Algorithmics** | **Sep 2018 - Aug 2020** | | - | -: | - Led full re-architecture of the web platform for international growth; introduced DevOps practices and rebuilt CI/CD to reach 99.97% platform availability. - Served as technical lead and primary company representative for the China expansion pilot, owning delivery from architecture through launch. - Represented company IT interests in negotiations for Azerbaijan's Digital Skills programme, covering 500,000+ students nationwide. | **CTO & Co-Founder - Algorithmics** | **Aug 2016 - Sep 2018** | | - | -: | - Built the engineering function from scratch and designed and developed the core programming education platform from initial concept through production launch and early scaling. - Hired and built the engineering team to 20 people and established foundational development processes, tooling, and engineering culture. # EARLIER ENGINEERING EXPERIENCE Mirtesen.ru - Fullstack Senior Developer / Tech Lead, 2015-2016 | Professionali.ru - Fullstack Senior Developer / Tech Lead, 2011-2015 | Bubbalon.com Ltd. - Developer, 2010-2011 | SM&Partners - Development Team Lead, 2010 | Nigma.ru - Senior Developer & Front-End Lead, 2007-2009 | Livewave.ru - Developer & Art Director, 2006-2007 - At Professionali.ru, led a technical-stack migration that reduced average page generation time from 3s to 0.3s while peak traffic grew from 300 to 2,000 hits per minute. - At Bubbalon.com, developed product features in PHP, MySQL, and Node.js, including a mobile API and statistics collection and processing system. - At Mirtesen.ru, developed and refactored backend and frontend systems for a high-load social platform serving up to 1M daily unique visitors using PHP, PostgreSQL, and AngularJS. # OPEN SOURCE, EDUCATION & LANGUAGES - SynaMCPs - originated as an open-source enterprise MCP server for AI governance, agentic orchestration, tool catalogs, guardrails, and secure enterprise AI adoption. - Lomonosov Moscow State University - Specialist Degree (M.Sc. equivalent), Applied Mathematics and Computer Science, 2002-2007. - Moscow Institute of Electronics and Mathematics - Postgraduate studies (PhD programme), Automation and Computing Engineering, 2007-2010. - Certifications: Model Context Protocol - Introduction | Model Context Protocol - Advanced Topics. - Languages: Russian - Native | English - C1, Full Professional | Hebrew - Elementary | French - Elementary. - Citizenship and work authorization: Israel, Russia.