Sortula — Smart Bookmarks
sortula.ruSaaS for semantic bookmark search. From idea to production in 6 weeks: auth, AI categorization, vector search, billing — one developer.
Building systems end-to-end: SaaS products, system software in Rust, AI integrations, DevOps infrastructure. I single-handedly deliver what usually takes a team of 3–5 people.
AI-generated video
I build the entire product: backend, frontend, billing, monitoring, deployment. You get a working service, not a set of components.
I analyze existing codebases, write technical documentation, migrate infrastructure to IaC. New developers onboard in days, not months.
Web apps, desktop utilities, workflow automation. I work with complex domains and build products that non-technical users can understand.
High-performance software at the network and OS level: VPN engines, network monitors, kernel-level work. Where speed and compact size matter.
Embedding AI into business processes: model fine-tuning, RAG systems, multimodal pipelines. From prototype to production with real metrics.
Designing infrastructure from scratch, auditing existing setups. CI/CD, monitoring, IaC, hybrid clouds. Building platforms that scale and don't depend on a single person.
Co-author of SENAR — the first AI-native development methodology
Supervised Engineering & Normative AI Regulation. A formalized approach to managing AI agents in software development: roles, quality gates, metrics, knowledge capture.
senar.techSelected examples — from SaaS to system software
SaaS for semantic bookmark search. From idea to production in 6 weeks: auth, AI categorization, vector search, billing — one developer.
EdTech SaaS in 8 weeks: AI tutor, learning material generation, progress tracking. Self-hosted LLM — zero external API costs.
Brands don't know how ChatGPT, Gemini, and DeepSeek talk about them. Connected 8 LLM APIs, automated data collection and analytics, billing via CloudPayments.
A .NET 4.0 system evolved over 12 years with no documentation. Created 49 architecture docs, API reference (78 commands), RAG search, and a VSIX plugin. Onboarding time reduced dramatically.
Custom engine: 8 protocols, DPI bypass, ~5 MB. 4x more compact than Go alternatives.
Full pipeline: script → voiceover → video → editing → auto-posting. Zero manual work.
Batch processing up to 4,480 pages. Hours of manual work replaced by minutes of generation.
Model trained on 500+ texts + RAG search. Draft articles in brand voice generated in minutes.
Promo website + AI movie poster generator for a premium design studio. Multi-provider generation, upscale to A2, print-ready output.
Grid-trading bot with 3 AI analysts (GPT/Claude/Grok), Telegram control, emergency stoploss, and auto-reports.
Real-time World of Warcraft chat translator. Addon memory reading via ReadProcessMemory, click-through overlay, <1 sec latency.
Bluetooth manager: A2DP/HFP switching, LDAC/aptX encoder in Rust, auto-mode by application.
Text and image generation via YandexGPT/ART, moderation, auto-posting to Telegram, VK, Zen.
5 bots: Yandex Cloud billing monitor, support ticket system, AI tarot/horoscopes, recipe finder by ingredients, trading management.
Telegram bot: hierarchical chat history summarization, daily digests, context search. Multi-LLM (Claude/OpenAI/Ollama).
Windows app for real-time network process monitoring. Packet capture, domain grouping, traffic statistics.
12-step report form, materials and road marking tracking, 6 roles, auto-sync when network appears.
Legacy CRM infrastructure research for service industry: 9 modules (widget, SMS, WhatsApp, product marking, medical integrations) using AI tools.
Ansible automation of corporate messenger + video conferencing for ~150 users. Installation, SSL, backups.
Automated employee performance reports and intangible asset tracking. Integration into existing Redmine.
Docker-based location tracking system with 9 collection scenarios and Telegram bot management.
Indie projects on Unity and Godot — from concept to playable build
Roguelite deckbuilder auto-battler in Slavic folklore setting. Whisper spirit-summoning mechanic, dual evolution, day/night cycle, 3 endings.
Arcade social media algorithm simulator. Control the content filter — the system inevitably spirals out of control. Cascade system, shadowban, viral bursts.
Abstract 2D arcade: resonance waves, chain reactions, risk/reward entropy. Zero external assets — all graphics and sound are procedural.
A call or chat. I dive into the business context, capture requirements and constraints. Decomposition, timeline, cost — fully transparent.
I write code, set up infrastructure, deploy. Using modern tools and automation — I work as three without sacrificing quality.
Weekly demos. Code in your repository. Documentation, tests, and deployment included. You don't depend on me after handoff.
18+ years: from Perl developer to Head of Division at Gazprom-Media
Head of Division
Development and deployment of AI solutions for technology process analysis. Built an intelligent analytics system that improved decision-making transparency.
Head of Infrastructure Development
Built the department from scratch (5 people). Designed PaaS platforms and Infrastructure as Code model. Infrastructure integration during M&A deals — merging systems of combining companies.
Head of Infrastructure Development
SRE+DevOps team of up to 15, 100+ servers, 2 Gbit/s traffic. Refactored infrastructure and freed massive resources: 340 CPU cores, 2 TB RAM, 17 TB storage. Hybrid cloud, monolith → microservices, SLA/SLO for business. Speaker at DevOpsConf.
Founder & CEO
Digital solutions for brands and agencies: promo, analytics, CRM, BTL. 100+ projects, team up to 15. Clients: McDonald's, PepsiCo, Volkswagen, Disney, EA Games via Leo Burnett, Seven, and other agencies.
El Pako (interactive installations), KOKOC Group / Elitoid (CTO, high-load), Buongiorno Digital (P&G, L'Oreal, MTS), RBS Corporation (Senior Perl Developer).
Sharing experience at conferences and in professional media
Setting up cross-team communication. Talk at tceh accelerator (Moscow).
Talk at DevConf 2019. Video on YouTube.
Talk at Russia's main DevOps conference. Video on YouTube, transcript on Habr.
"Cloud and Platform Services" conference. Building a PaaS platform, comparing approaches.
Also: "Na Stachku" (Innopolis, 2020), private Rostelecom conference (Voronezh, 2019), and other industry talks.