Alexander Kirilov
AI Engineer · RAG · LLM · Agentic Systems

I've spent 20 years building software that operates at real scale — from Odnoklassniki, one of the world's largest social networks with 140M users, to clinical data platforms serving Pfizer-level clients. That background shapes how I approach every project: I care about what actually ships and what actually works in production.

For the past two years I've been focused on AI — designing RAG pipelines, integrating LLMs into business workflows, and building agentic systems that go beyond demos. I'm currently building PsychoAI, an AI platform for the mental health space, which I use as a testbed for everything I learn.

If you're looking to bring AI into your product or process — not as an experiment, but as something that moves real metrics — I'd be glad to talk.


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Projects
psychoai-rag-assistant
Production RAG assistant with Faithfulness=1.0 (RAGAS). Python, Qdrant, Redis, Gemini.
generic-rag-agent
Universal RAG platform — upload docs, get an AI assistant. Python, FastAPI, Qdrant, Docker.
multimodal-telegram-bot
Telegram bot with text, voice (Whisper STT) and photo (Gemini Vision) in one conversation.