Work built to a working state
Products in production, AI embedded into live business processes, hand-coded websites and lab experiments. Client names are withheld; the engineering substance is not.
Products & Platforms
Unified team operating platform: planning, AI agents, execution control
The platform brings planning, meetings, telephony, and CRM together into a single team operating layer: a Telegram bot and an HTTP API run in one FastAPI process on Supabase, with an AI layer on top — parsing conversations into tasks, producing meeting minutes, running the daily stand-up, and executing background control agents.
Digital backbone for a nationwide agro holding: marketplace, CRM, lead generation
For a nationwide supplier of seeds and crop protection products we designed and deployed a unified digital backbone: a public B2B marketplace with real-time auctions, a product CRM with a 12-section farm dashboard, and an integration layer scoped for 48 systems of the Russian agricultural market.
Consumer generative-content studio inside a Telegram Mini App
Chappy is a consumer platform and Telegram Mini App for generating images, video, avatars, trend-driven content, text and music.
Video infrastructure for a sports chain: from court booking to player highlight reel
For a padel club chain we designed and built a video platform that connects a player's physical presence on the court with the cameras and delivers the finished reel to their Telegram — on top of the check-in system already in operation, without rewriting it.
Operational control platform for a distributed team — B2B SaaS
Two connected circuits on one engineering base. The internal one is an operations platform: a goals-and-norms orchestrator core, an employee workspace, and a suite of AI agents that run the team's day and roll a report up to the founders.
Studio-free product photography for marketplace sellers
Chaos Carta turns a plain product shot into a full marketplace card: generated product imagery, advertising scenes, listing descriptions and short video. It targets sellers on Wildberries, Ozon, Yandex Market and Megamarket who need studio-grade media at catalog scale without a studio.
Electronic queue for international freight at a land border crossing
A system for booking freight trucks into the electronic queue at an international land border crossing, on a broker-agent model. The carrier files a request through a bilingual form in Telegram — in Russian or Chinese — and the operator drives it in a web panel from intake to a confirmed slot.
Operating system for a multi-branch racket-sport club network
A working interactive CRM demo built for a multi-branch club network: schedule, courts, player groups, wristbands and UIDs, online booking, clients, finance, analytics, tasks, tournaments, open games, rentals and inventory — thirteen functional modules on a single data model.
AI personality profiling with a deterministic core: computation strictly separated from interpretation
Matrix Engine generates personality profiles from birth data by combining classical symbolic systems — Pythagorean numerology, a 22-arcana matrix, and Western astrology computed with the Swiss Ephemeris — with an AI synthesis layer that turns the raw numbers into a coherent written portrait.
A value-added service layer over a racket-sports club CRM: booking → court camera → automatic game video
A discovery-stage product concept for a value-added service layer built on top of an existing racket-sports club CRM.
AI Integration
Autonomous outbound sales engine for an industrial manufacturer
For a composite rebar manufacturer we built an autonomous outbound email engine on top of a real corporate mailbox: the system connects over IMAP, reconstructs the correspondence history and the manager's writing style, extracts a de facto CRM from the mailbox, and plugs in a price catalog, then prepares reactivation emails and commercial quotes.
Multi-Agent LLM Orchestration Hub: Roles, Budgets, and Action Control
Agent OS is a production multi-agent orchestration loop: a Claude-based orchestrator decomposes the task, dispatches subtasks across a roster of 19 agents through multiple LLM providers, and synthesizes the final result.
Full-cycle AI adoption: from process audit to agents in production
Chaos Vision Global is the studio's full-cycle AI-integration practice: process audit, product architecture, voice and text agents, AI document flow, and automation across sales, HR, procurement and analytics.
Voice Operating Interface for the Workstation: an STT/TTS Loop with Access to Projects and Agents
A local voice interface for the workstation: a single window with an animated portrait, speech recognition via Groq Whisper, a dialogue core on an Anthropic model, and synthesis via edge-tts. Two loops — fast conversation and a full agent via claude -p, with automatic routing between them.
AI financial and commercial directors on live 1C data
For a composite-rebar manufacturer we built an executive control service: an AI commercial director (sales pipeline, deal scoring, revenue forecast, stale-deal detection) and an AI financial director (cash flow, P&L, margin, cash-gap forecast) running on a single Postgres database synchronized from 1C:UNF over OData.
AI head of sales: call scoring, lost-deal detection, CRM control
A product architecture for an AI sales director. The system analyzes calls and correspondence, scores managers against a rubric, surfaces stalling deals with a probable cause, verifies that the CRM reflects what was actually said, and reports to the owner where money is leaking.
Remote Control of an Engineering Agent over a Secured Telegram Channel
We designed and shipped to production a remote-control channel for an autonomous development agent: a task is submitted from Telegram by text or voice, executed by local Claude Code with all the files, tools, and context of the working machine, and the result — including finished documents — returns to the same chat.
AI reception: one window for inbound requests across every channel
A service that receives requests from five channels — site, Telegram, email, CRM and telephony — normalizes them into one queue, understands the client's intent, answers routine questions from a curated knowledge base, qualifies the request and hands it to the right employee with full context and a notification.
Registry and Live Monitoring of the Studio's AI Capability Stack
An internal platform that turns a scattered library of Claude skills and a fleet of working agents into a managed registry with live monitoring. A zero-dependency service scans the capability catalogue in real time, categorizes it, and keeps the agent roster for the studio's projects alongside.
A custom-song ordering module for a consumer bot: catalog, order wizard, and a drop-in for the client's platform
A custom-song ordering module for a consumer Telegram bot, delivered as an integration-ready component rather than a standalone product.
Procurement bot: quotes read from messages, prices compared
A Telegram bot built for a composite-rebar manufacturer that ingests supplier offers in whatever form they arrive — free-text messages, price-list documents, photographed tables — extracts prices via AI parsing and OCR, normalizes every position to one canonical line-item shape and lines purchase options up for comparison.
Corporate AI knowledge base with role-aware answers
A single retrieval contour that ingests a company's regulations, documents, correspondence and accumulated experience — including scanned material via OCR — and gives employees answers grounded in the actual sources, scoped to their role.
NeuroStaff — AI-HR SaaS for automated first-line hiring
The concept and product architecture for an AI-HR service that automates the top of the hiring funnel: resume screening, voice interviews, soft-skill assessment and a ranked candidate shortlist.
AI candidate & employee assessment module
A standalone contour where a candidate takes an assessment and an administrator works with the results — role, level, scores, trends, the prompts used, a kaizen evaluation and candidate status.
AI Companion — a persona bot with a stable face and memory
A companion bot built around a consistent visual persona: it persists dialogue context per user and generates in-character images on request from inside the chat.
Websites & Interfaces
Digital Presence for a Medical Clinic: Multi-Page Site and Appointment Intake
A full-scale digital presence built for a dental clinic: a multi-page site in plain HTML/CSS/JS with no bundler and no CMS, an appointment intake form, and verified legal and medical data.
Design System and Multi-Page Platform for an Engineering Studio
A multi-page web platform for a digital+AI studio: a design system, a 15+ section landing page, a portfolio of 13 case studies, and a lab section — all assembled by a static-site generator from structured content.
Marketing site for a consumer AI-content platform: dark premium in a single file
A consumer AI-content platform needed a marketing site that could stand next to the best AI-product sites in the world rather than next to its local competitors.
Escaping website-builder lock-in: full export of a sports club's site into owned code
A padel club network ran its public site on a hosted website builder: no code access, edits possible only through the visual editor, and an API that permits reading but not writing.
AI Production
Video production as an engineering pipeline: cinematic promo for an agro holding's trade-show screen
For an agro holding's stand at an industry trade show we built a programmatic video-production pipeline: the live product is captured via headless Chrome and page.screencast, six nature agro scenes are generated in kie GPT-image and animated in Kling 2.6, graphics are rendered from HTML, and a five-minute looped 1920×1080 master is assembled by an ffmpeg script.
Video Onboarding for a B2B Platform: A Reproducible Pipeline That Builds Training Videos from Code
For a B2B agricultural marketplace we built a video-onboarding pipeline: a screencast of the real registration flow captured in headless Chrome, synthesized Russian voice-over, animated step cards, and programmatic editing on ffmpeg — no video editor, no manual timeline.
A Production Pipeline for Generative Video: From Audio Track to Release-Grade Master
A repeatable production process that turns a music track and a set of still artworks into a finished master video: storyboarding, frame animation via Kling 2.6 and Veo, an audio map built with Demucs and Whisper, beat-synced editing, and color grading in ffmpeg.
Visual Identity for an AI Assistant: Generative Persona, Animation Without Video Models, Messenger Distribution
For its own AI assistant, the studio designed a complete visual identity pipeline: the canonical persona is generated by a controlled pipeline on top of GPT-4o Image, comes to life without a single video-model call — through deterministic ffmpeg loops — and reaches the user as an animated Telegram video sticker pack assembled programmatically via the Bot API.
A reproducible video-tutorial factory for a web platform's mini-app
A reproducible production line that turns a written script into a complete onboarding video kit for a consumer platform's mini-app.
Turnkey trade-show identity for an agro holding
A complete trade-show kit for an industry field-day expo: stand concept, large-format banners, handouts, booth screen assets, social announcements and an equipment checklist, all under one identity.
Export market-entry kit: India first, five markets total
To take composite-rebar production equipment abroad — India first — we delivered a three-volume market-entry package: a deep-dive across 12 target countries with regulatory standards, competitor tables, trade-data channels, and a 90-day action plan; a content system of 25 localized video scenarios built on 5 proven B2B archetypes for India, Brazil, Turkey, Mexico, and the CIS; and an operator manual that turns the whole program into a copy-and-paste daily routine on a fixed three-tool AI stack.
Strategy & Investment
Turnkey padel center: economics and engineering model
A worked economic and technical model for padel centers: 4- and 10-court configurations, utilization, tariffs, CAPEX/OPEX, payback, FIP requirements, hall dimensions, heating, ventilation, supply and court fit-out — down to a contractor-grade concrete slab specification and an RFQ-ready shortlist of canopy fabricators.
Import & logistics from China for equipment and materials
A practical import direction covering supplier sourcing and verification, offer comparison, configuration, landed-cost economics, delivery and foreign-trade supervision.
Investor financial models that read on one sheet
A repeatable financial-modeling practice built around one rule: every key conclusion reads on one management sheet.
Market research and investment packaging for AI products
A research-and-packaging methodology proven on an autonomous AI capture and media platform: five parallel research tracks with primary sources, a nine-element IP audit against published science and active patents, TAM/SAM/SOM sizing by venue category, three go-to-market variants ranked by survival probability, and a 90-day staged validation plan.
Lab
A software diagnostic suite for automotive telemetry: closed protocol, UDS, an AI mechanic assistant
A desktop diagnostic suite for BMW F-series cars: live telemetry, real odometer reading from the instrument cluster with a rollback detector, per-module fault decoding, a composite buy verdict, and an AI assessment of condition.
Financial observability for an AI stack: a single monitoring circuit for external-provider balances
A native aggregator of external AI-provider balances for macOS: a menu-bar app polls all of the company's working API keys in parallel, shows balances with spend deltas, keeps a spending history, and raises a system notification when a balance enters the critical zone.
Commercial-real-estate scouting against technical requirements: criteria-based analysis, data collection and reconciliation
A methodology for selecting a commercial space against hard technical requirements in a market where the data source is closed to automation.
A prepress pipeline: raster layouts into print-ready vector with typography reset
A prepress pipeline that turns a low-resolution raster layout into a print-ready vector PDF: the graphics go through a two-pass Real-ESRGAN upscale with a Lanczos downscale to 150 dpi, and the typography is reset with a real font on a programmatically measured grid and converted to outlines.
Cloud device lab: repeatable QA on cloud-Android, human-gated
A control contour for cloud Android devices and repeatable test scenarios: prepare the data, launch the scenario, execute actions on a dedicated device, log every step and end on a human verification.