Кейсы и проекты
10 AI-кейсов с интерактивными демо, архитектурными диаграммами и метриками.
15 лет enterprise-лидерства (ПГК, Raiffeisen, MOEX) — в разделе «Карьера»
AI-инженерия и стартапы
От автономных фабрик приложений и agent-платформ до гибридного RAG и multi-model consensus. Каждый проект — доказательство инженерного паттерна.
mapp_conveyer — Autonomous App Factory
Built solo: personal R&D to validate autonomous AI systems at production depth. Nine specialist agents handle ideation → research → spec → code → review → compliance → publish. A board of 4 reasoning models (Claude Opus 4, GPT o4-mini, Gemini 2.5 Pro, DeepSeek-R1) deliberates on every release decision. DAG-scheduled parallel codegen with kill-gates placed before expensive stages. 27/27 automated quality gates passed on the first run — each gate a specific, verifiable assertion about pipeline correctness.
AI Agent Platform
Built solo: the infrastructure layer under the other agentic builds. LangGraph for stateful multi-step agent graphs, LiteLLM as a unified gateway across providers, and Google's A2A protocol for agent-to-agent interop. Gateway + UI with per-agent routing, tracing and cost control.
RAG Knowledge Graph
Built solo: a private knowledge base that answers natural-language questions over proprietary documents with exact source citations. Three retrieval methods (Qdrant vector, BM25, Neo4j graph) fused via Reciprocal Rank Fusion enable multi-hop reasoning beyond vector similarity. Evaluated with RAGAS — faithfulness 0.67 → 0.91 on 200 control questions.
Council — Deliberation Service
Built solo: an on-prem deliberation service in Go (stdlib only, closed-box). Multiple LLM 'members' reason in parallel on the same question, then their positions are reconciled — disagreement is surfaced, not averaged away. Built for environments where data cannot leave the perimeter.
Real News — Anti-Doomscroll Aggregator
Built solo: a news aggregator that clusters ~20 sources with HDBSCAN, then rewrites each story with an LLM and runs an automated bias-check pass before publishing on a fixed daily schedule. Unsupervised clustering plus evaluation — not an infinite feed.
AI Radar — Daily AI Digest
Built solo: an automated daily AI-news radar. Collects from Hacker News, HuggingFace, GitHub, Reddit and RSS, deduplicates, re-ranks with an LLM, and ships a curated digest to a Telegram channel every morning — orchestrated in n8n with full tracing via Langfuse.
NZT — Real-Time Dialogue Navigator
Built solo: an AI real-time dialogue assistant for negotiations and interviews. Whisper transcribes speech live, GPT-4o generates contextual hints, WebSocket streams them to an Android app, and an FSM adapts prompts to the dialogue phase. 200+ tests across backend and mobile.
Autonomous Security Recon Agent
Built solo: an autonomous pipeline for authorized security testing. Recon → scanning → out-of-band verification → triage, with an LLM prioritizing findings and a two-layer authorization gate enforcing scope and rate limits before any request. Includes an IDOR-detection engine and a Next.js dashboard. Runs only against explicitly authorized, in-scope targets.
Multimodal Listing Pipeline
Built solo: a multimodal pipeline that turns a photo into a ready marketplace listing. A vision model recognizes the item, an LLM drafts bilingual listing cards (title, description, price), a pricing step calibrates against live comparables, and a human approves before publish. Human-in-the-loop by design; 110 tests.
Job Miner
Built solo: an AI job-search assistant that turns hours of manual browsing into a 2-minute morning digest. Scrapes and deduplicates 10+ job boards daily, scores each position against a profile via a semantic ML pipeline (3-LLM pseudo-labeling + ablation study), and pushes a curated top-10 to Telegram.
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Сербия (Белград) · CET/CEST · рабочие часы совпадают с EU · Опыт международных контрактов