{"profile":{"name":"Slava Trofimov","headline":"Full-Stack AI Engineer specializing in production LLM systems, agentic architectures, and intelligent data pipelines","summary":"Full-Stack AI Engineer with a background in end-to-end product delivery and a current focus on production-grade LLM systems, agentic workflows, RAG, vector search, and structured-output pipelines.","location":{"city":"Welland","region":"Ontario","country":"Canada","timezone":"America/Toronto"},"yearsOfExperience":12},"focusAreas":["Production-grade LLM systems","Agentic architectures and tool orchestration","RAG pipelines and vector search","Intelligent data ingestion and retrieval","End-to-end AI product engineering"],"topSkills":[{"name":"ai-systems-and-llm-engineering","items":["OpenAI","Anthropic","OpenRouter","Agentic architectures","Tool-calling systems","RAG pipelines","Vector search","Structured outputs","Prompt engineering","Evaluation workflows","Memory layers","MCP integrations","Conversational AI","TTS/STT/embeddings pipelines"]},{"name":"data-and-backend-infrastructure","items":["Python","FastAPI","Node.js","Laravel","Distributed ingestion pipelines","Chunking and enrichment workflows","Indexing pipelines","Airflow","REST APIs","GraphQL","MySQL","PostgreSQL","MongoDB","SQLite"]},{"name":"agent-frameworks-and-orchestration","items":["LangChain","LangGraph","CrewAI","Custom orchestration layers","Async task delegation","Multi-agent workflows"]},{"name":"frontend","items":["JavaScript","TypeScript","Vue 3","Nuxt 3","Pinia","Vite","Vue Router","Tailwind CSS","shadcn/ui","SCSS","React","Electron","SPA/PWA","Browser extensions","Accessibility (WCAG 2.1)"]}],"recentExperience":[{"id":"loblaw-digital","role":"AI Engineer","company":"Loblaw Digital","location":"Toronto, ON, Canada","employmentType":"Full-time","start":"2026-01","end":null,"summary":"Architecting and implementing production AI systems for enterprise and healthcare-oriented document workflows.","highlights":["Architected scalable multi-source ingestion pipelines for unstructured PDF, HTML, and Markdown data","Designed AI-powered document intelligence workflows for structured extraction and semantic enrichment","Built vector-based retrieval infrastructure enabling low-latency semantic search across thousands of documents daily","Developed agentic tooling that integrates third-party APIs, enterprise systems, and secure data sources","Implemented evaluation, monitoring, and reprocessing pipelines to improve model reliability and data quality","Collaborated with product, data, security, and architecture teams to align AI solutions with enterprise requirements"],"skills":["Python","Agentic AI","Vector DB","RAG","LangChain"]},{"id":"aliceai","role":"AI Engineer","company":"AliceAI","location":"Toronto, ON, Canada","employmentType":"Full-time","start":"2025-07","end":"2026-01","summary":"Built ingestion, retrieval, and orchestration systems for unstructured content and LLM-powered workflows.","highlights":["Designed and implemented Python-based ingestion pipelines for unstructured documents","Built RAG systems using Qdrant for semantic search and retrieval","Implemented LangChain and LangGraph-style orchestration for LLM-powered tooling","Integrated OpenAI APIs for embeddings, tool calling, and structured outputs","Developed CLI and API tooling for indexing, reprocessing, and evaluation workflows"],"skills":["TypeScript","Python","Agentic AI","Vector DB","RAG","LangChain"]},{"id":"jobscan","role":"Senior Full Stack Engineer / AI Engineer","company":"Jobscan","location":"Seattle, WA, United States (Remote)","employmentType":"Full-time","start":"2024-02","end":"2025-07","summary":"Shipped core product features and AI-powered workflows across Vue.js, Laravel, backend services, and testing infrastructure.","highlights":["Integrated AI into critical product workflows using OpenAI APIs and internal models","Built agentic and tool-calling pipelines that automated core processes","Designed and shipped backend services for orchestration, data processing, and integrations","Owned flagship product features end-to-end using Vue.js and Laravel","Resolved complex frontend and backend issues to improve stability and supportability","Introduced Vitest, Playwright, and CI enforcement to raise quality and reliability","Optimized performance through query tuning, caching strategies, and UI improvements"],"skills":["Vue.js","Laravel","TypeScript","PHP","Python","Git","Docker"]}],"featuredProjects":[{"slug":"broodmind","name":"BroodMind","status":"active","featured":true,"summary":"A local AI orchestration system built around a Queen + Workers architecture for persistent assistant workflows.","description":"BroodMind is a local AI orchestration system designed for persistent assistant workflows instead of one-off prompts. It combines memory, planning, worker delegation, policy controls, scheduling, and operations tooling into a self-hosted Queen + Workers runtime.","stack":["Local AI","Multi-agent orchestration","Memory systems","Scheduling","Ops dashboard"],"links":{"repo":"https://github.com/pmbstyle/BroodMind"},"tags":["ai","multi-agent","orchestration","local-first","automation"]},{"slug":"alice","name":"Alice","status":"active","featured":true,"summary":"An open-source desktop AI companion with voice interaction, tool use, and strong context awareness.","description":"Alice is an open-source AI companion designed to feel present, useful, and emotionally engaging on the desktop. It combines voice interaction, intelligent context awareness, powerful tooling, and a companion-style user experience.","stack":["Desktop AI","Voice interaction","Tooling","Context awareness","Assistant UX"],"links":{"repo":"https://github.com/pmbstyle/Alice"},"tags":["ai","desktop","assistant","voice","open-source"]},{"slug":"fara-agent","name":"Fara Browser Automation Agent","status":"active","featured":true,"summary":"A 100 percent local browser automation agent optimized for LM Studio inference on consumer hardware.","description":"Fara Browser Automation Agent is a local browser automation system based on the Microsoft Fara-7B model and optimized for LM Studio. It is designed to run browser automation locally with quantized models and no external dependencies.","stack":["Local AI","Browser automation","Playwright","LM Studio","Quantized models"],"links":{"repo":"https://github.com/pmbstyle/fara-agent"},"tags":["ai","browser-automation","local-first","playwright","research"]},{"slug":"trofimov-ca","name":"trofimov.ca","status":"active","featured":true,"summary":"A personal website presented as an interactive desktop experience with a terminal, a game layer, and a public API for humans and agents.","description":"trofimov.ca is a Vue 3 and Vite personal site that treats the portfolio as an interactive experience instead of a static resume. It combines a desktop metaphor, terminal commands, a Phaser-based resume game, blog content, an AI guide character, and a structured public API for agent consumption.","stack":["Vue 3","TypeScript","Pinia","Phaser 3","Tailwind CSS","Vite","Fastify"],"links":{"site":"https://trofimov.ca","repo":"https://github.com/pmbstyle/trofimov.ca"},"tags":["portfolio","interactive-ui","public-api","game-ui","frontend"]}],"contact":{"email":"slava@trofimov.ca","website":"https://trofimov.ca","github":"https://github.com/pmbstyle","linkedin":"https://www.linkedin.com/in/slava-trofimov-ca"},"guidance":{"bestSummaryEndpoint":"/api/summary?audience=agent","searchEndpoint":"/api/search?q=...","skillDocument":"/SKILL.md"}}