Stories of thinking · not a showcase

Not a catalog. How I thought through the tasks.

Every case is about the decision, not the tool: where money was leaking, what I decided and what the takeaway was. With numbers and mistakes — including what is honestly marked as a demo. Implementation is led by the teams of my brands — Auspex and Grow2.

28AI projects across 14 industries

7countries · UA·RU·EN solutions

70%of requests handled by a typical agent

DemoAI PipelineDentistry

6 min

SmileClinic: a full proposal package in 6 minutes

A demo on real data: OSINT, proposal copy, PDF, slides, landing page — in a single pipeline run.

Read the case →

LegacyMigration

days

Zoho → a modern stack

A client's financial calculator: from Zoho Creator to a custom stack in a few days.

Case →

Retail30+ stores

30+

An AI stylist for a retail chain

Cross-sell as a stylist’s advice, not «buy more»: collections, accessories, the right moment.

Case →

While the full write-ups are in progress — seven in-house systems run every day.

This is my own infrastructure, not client projects. Client write-ups are published gradually — some cases with numbers are already on Grow2.ai →

Multi-agent orchestrator ~17 specialized agents (strategy, engineering, content) on heartbeat cycles, with approval flows and task dependencies.

Autonomous AI sysadmin 22 cron-scheduled skills across a multi-server fleet, four defense layers, a governed self-learning loop.

Production agent fleet Mastra-based agents with a canonical scaffold: schema working memory, guardrails, suspend/resume.

Personal knowledge OS Obsidian: PARA, a hybrid RAG note graph, a temporal memory graph, 100+ skills.

Verbatim conversation memory Semantic search over verbatim conversation content on top of a local vector store.

Remote AI assistant 24/7 on a VPS with a Telegram gateway: approvals, inbox processing, MCP integrations, cost tracking.

AI code assistant (SaaS) Code generation, review and documentation on the Claude API. MVP in development.

Want to work through your own task?

30 minutes of conversation — and we see where the lever is hidden in your process. Behind me — 28 AI projects across 14 industries. We build the strategy together, implementation — through Auspex or Grow2.

Personal advisory → Submit a request

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