RUEN

Ruslan Razyapov

AI Product Manager · AI Implementation Engineer (LLM, RAG)

I turn a business problem into a working AI service and take it to production myself — from process analysis to deployment on the server. I use AI every day: one person plus AI delivers the output of a small team.

Ufa, Russia · remote / hybrid · full-time, part-time or project-based · contacts in the CV and application
What I cover end to end: process analysis (BPMN) → solution design → Python code → server set up and configured by me (Linux, Docker, automatic HTTPS) → API integrations → user training → support in production.
458 hof focused work with AI (over 114 working days)
48AI products and services
508,811lines of my own code
1,186search visits to the flagship (past year)
Models I work with: Claude · GPT · DeepSeek · LLaMA · Qwen (local, Ollama) · vision-LLM · TTS — I pick the model by task and cost.

Volume of work: 45.3 billion tokens · 10,635 documents · 17.1 million data cells processed. Figures come from my own portfolio dashboard (hours, tokens, lines of code, search visits from Yandex.Webmaster and Google Search Console).

Portfolio dashboard every project, daily work chart, search traffic evidence 🔒 password required B2B dashboard: AI inside a company nine systems in a real business, process map, numbers 🔒 password required

B2B systems and infrastructure

AI rollout inside a company (property development, 300+ staff)

Flagships — with numbers

ProjectWhat it isSearch visits (past year)InvestedStatus
ProfNavigatorCareer guidance for school students: tests plus an AI mentor1,18640 h · 3.5B tokenslive
BIM PulseAI for design and construction (B2B)8012 h · 1.3B tokenslive
likvidnostaiResidential liquidity analytics (prices by district)7621 h · 1.5B tokenslive
3D/VR toursTurnkey virtual 3D/VR tours6114 h · 1.3B tokenslive
GeoPrognozAI map of soils and groundwater levels (B2B)—2.9 h · 89M tokensprototype
DachAIAI assistant for landscape design—4,233 lines of codein development

More products (selection out of 49)

Doletit? — AI search for cheap flights and fare deals (live)
Zdravnik — medical AI assistant with vision (live)
Kvitok — AI parsing of utility bills and meter readings
Food calculator — calories and macros from a photo via vision-LLM
AI Step by Step — training service on working with AI tools (live)
Purchase Pulse — AI analytics of prices and demand
Lookay stylist — AI outfit picks from a photo (vision)
lemana-bot — production Telegram automation bot (live)
foto-arhiv — AI sorting and cataloguing of a photo archive
HumanHack — LLM-based service (live)
trade-lab — research of trading hypotheses on recorded market data
Өfө (“Ufa brought back to life”) — old city photos revived with AI (vision plus video), geo-quest (live)
Neirofitness — fitness service on CIB boards (Ufa, Yekaterinburg)
Standup “Roasted by Ada” — AI comedian: scripts plus AI video
Mustai-AI — cultural AI project (national heritage), demo behind a password
Traffic portals — network of SEO sites (device and flat repair, tours)
VR-Efir · Media series — VR/AR and AI video production

Bots and micro-automation

Full cycle on each one: logic and prompts → API integration → server set up and deployed by me → testing → ongoing support.

Stack and skills

Python (aiogram, FastAPI)LLM: Claude / GPT / DeepSeek / LLaMARAG Prompt engineering (CoT / ReAct / tool calling)vision-LLM / OCRn8n SQL / PostgreSQLDockerLinux (deployment, systemd)Caddy VPN / network infrastructureAPI integrationslocal models (Ollama / Qwen) BPMN / AgileDomain: BIM / Revit / AutoCAD, geo, AR