About
AI Systems Architect with 10+ years of experience building distributed automation platforms, multi-agent AI systems, and enterprise-scale infrastructure. I specialize in AI orchestration, workflow automation, and resilient cloud-native architectures that reduce operational complexity and accelerate business execution. Proven Impact:Sentinel v2.0: Architected a 16-agent LangGraph swarm using A2A protocols, reducing logistics SLAs from 3 days to <3 seconds. Enterprise Orchestration: Developed custom integrations managing €10M+ in annual sales via FastAPI and high-availability Redis caching. Revenue Engineering: Engineered lead-scoring engines that identified €1M in revenue potential with 98.7% less manual overhead.
Core Stack:LangGraph, CrewAI, Python (FastAPI), Next.js, Kubernetes, PostgreSQL (RLS/Sharding), and Vector DBs (Qdrant).
"Vadym consistently demonstrates strong technical versatility across AI, Frontend, and Cloud domains, combining systems thinking with high-quality execution" — Vladyslav Adamovych, AI & Automation Engineer @ Allia Health (ex-Microsoft)
What I'm looking for
Senior AI Solutions Architect looking for high-impact roles in Agentic AI & Automation. Expert in building multi-agent swarms (LangGraph/CrewAI) that reduce SLAs from days to seconds. I specialize in resilient cloud architectures (FastAPI/Kubernetes) and high-performance headless stacks. 10+ years of experience delivering ROI through "Neural Staff" systems and advanced RAG. Ready for B2B/Remote with US-hours overlap
Experience
Lead Solutions Architect & Technical Product Manager
HABITARMOS
Jan 2020 – Present
● Led the digital transformation and technical architecture for a leading premium surfacing group, overseeing multi-brand engineering and commercial automation.
● ARKITEK® & SKUBA® Ecosystem: Engineered the end-to-end digital infrastructure for two premium brands, managing 14+ collections (110+ unique SKUs) across a network of 500+ B2B distributors. Architected a synchronized data taxonomy between legacy ERP (PHC) and multi-site ecosystems, automating the full funnel from brand identity to lead ingestion.
● ZohoSync (Enterprise CRM Orchestration): Developed a custom integration between SQL Server (PHC) and Zoho CRM, managing €10M+ in annual sales. Reclaimed 15–20h/week per salesperson via a FastAPI engine with Multi-level Redis Caching, Auto-healing recovery, and Playwright E2E testing.
● AI-Driven Growth & Automation: Scaled lead generation via n8n and Zoho Flow, integrating 3D AI-generated environments for product visualization. Executed advanced AEO & Programmatic SEO, ensuring "Priority Response" status on SearchGPT and Perplexity.
FastAPIZoho CRMKubernetes
Founder & AI Solutions Architect
ALYGEN
Jan 2015 – Present
Sentinel v2.0: Multi-Agent Reliability Pipeline
● Multi-Agent Orchestration: Architected a 16-agent LangGraph swarm using A2A protocols and Kafka choreography, reducing logistics SLAs from 3 days to <3 seconds via high-reliability SQL grounding.
● Zero Trust Security: Implemented A2A JWT authentication, PostgreSQL RLS, and SHA-256 hash-chained audit trails for EU AI Act compliance and hardware-based (FIDO2) cryptographic supervision.
● Reliability & Observability: Engineered Circuit Breakers, Saga Patterns, and real-time WebSocket telemetry with Arize Phoenix tracing to ensure 99.9% production readiness and data lineage.
● Cloud-Native Scale: Deployed FastAPI microservices on Kubernetes with Citus Sharding, Redis Cluster, and etcd for linearizable consistency and sub-second latency at a 1M+ user scale.
Autonomous Career Intelligence Platform:
● Semantic Relationship Mapping System: Engineered a LightRAG and Mem0ai system with Qdrant to map semantic professional relationships using Cohere 1024-dim embeddings and hybrid search.
● AI Workflow Automation Platform: Developed a Stagehand and Gemini 2.0 Flash Vision system (98% precision) for autonomous UI navigation and screenshot-based workflow validation under anti-bot protected environments.
● Agentic Orchestration & Observability: Built a multi-agent ecosystem (LangGraph/CrewAI) featuring Autonomous UI Navigation & Validation (ReviewerNode) and real-time agent telemetry and tracing via Arize Phoenix.
● Infrastructure & Protocols: Deployed a Docker-native 5-container stack with MCP Protocol (Handshake & STDIO) for autonomous job discovery and Three.js for 3D relational data visualization.
Alygen CRM v4.7:
● Predictive ML & Vector Logic: Engineered a lead-scoring engine using RandomForest and NumPy vectorized benchmarking to audit 3,000+ organizations/month, identifying €1M in revenue potential with 98.7% less manual overhead.
● SaaS Architecture & Multi-Tenancy: Architected a multi-tenant SaaS ecosystem with PostgreSQL RLS and an asynchronous job orchestration for scalable workflow processing, ensuring isolated and scalable agency operations.
● Resilient Data Ingestion: Built a triple-fallback scraping motor (Axios / Puppeteer Stealth / PageSpeed API) to bypass WAF/Cloudflare, ensuring resilient high-availability ingestion for high-intent signal extraction.
● Decision UX & HITL: Created a Three.js spatial visualization for competitive mapping and a Telegram HITL gateway, generating an €18k validated pipeline in 7 days.
E-commerce Scaling & Revenue Engineering (Case: Rute C.)
● Lifecycle Architecture: Strategic lead from MVP to national-scale success (€10k+ monthly revenue), engineering the digital infrastructure for high-profile industry events (500+ attendees).
● Revenue & Behavioral Systems: Developed the Advanced Gift Manager (v4.1) with PHP/OOP, driving a 32% increase in AOV through niche-specific personalization and real-time FOMO triggers (scarcity logic and social proof loops).
● Algorithmic Authority (AEO/SEO): Dominated organic search via Answer Engine Optimization and extreme performance engineering (100% PageSpeed), scaling lead generation from 2/week to 7+/day.
● Operational Autonomy: Orchestrated a seamless fulfillment ecosystem (Moloni/CTT APIs) with custom SQL persistence and object caching, reducing manual overhead by 85% and database latency by 70%.
LangGraphKafkaPostgreSQL
Education
ESAD.CR
BA in Graphic and Multimedia Design
2017 – 2020
ESTG, Leiria
BSc in Computer Engineering
2014 – 2017
ESAD.CR
Website Development (CET)
2013 – 2014
Certifications
Machine Learning Specialization
Stanford University
2026 – No expiry
Professional Scrum Master™ I (PSM I)
Scrum.org
2025 – No expiry
Generative AI Leader
Google Cloud
2025 – No expiry
Skills
FIDO2Three.jsMCPredisWebSocketJWTRAGFinOpsReActKubernetesDockerPostgreSQLKafkaFastAPIasync PythonArize PhoenixQdrantLangChainCrewAILangGraph
Languages
English (Professional working proficiency)Portuguese (Native or bilingual proficiency)Ukrainian (Native or bilingual proficiency)Russian (Native or bilingual proficiency)