Uravin
Discuss a project
Available for new projects · remote, CET · B2B in EUR

Systems that have to work in production, designed and shipped end to end.

I’m Sergei Vasiliev, an architect and hands-on engineer with twenty years in B2B software: banking, retail, regulatory compliance, city infrastructure and, now, AI. Through my company Uravin d.o.o. I take a project from the first workshop to a running system, on my own or with a small senior team.

Sergei Vasiliev
20 yearsB2B software, architecture and delivery
0 downtimelive banking platform upgrade
6 weeksregulatory MVP for 1,500 pharmacies
3 productsbuilt and run in-house

Services

What I deliver

One person accountable from requirements to production. When a project needs more hands, Uravin brings engineers, analysts and DevOps who stay with it to the end.

Product and software development

Web products and internal systems, from MVP to production and support.

  • Full stack: Next.js, React, TypeScript, Node.js, Python, Java / Spring
  • PostgreSQL data models, access control, billing, background jobs
  • Fixed scope and price, or a monthly retainer

AI and LLM systems

AI features that hold up with real users and real data, not only in a demo.

  • Multi-step LLM pipelines with structured output and checkpoints
  • Evaluation harnesses, quality gates and human review
  • Model routing and cost control across providers

BPM and integrations

Processes and data moving reliably between the systems a business already runs.

  • Camunda 8: BPMN / DMN, Java and Node.js workers, platform operations
  • REST / SOAP, Kafka, RabbitMQ, EDI, e-invoicing, ERP and accounting systems
  • Monitoring and CI/CD: Prometheus, Grafana, Kibana, Helm, Argo CD

Analysis, architecture and delivery

For new initiatives and for projects that are late or stuck.

  • AS-IS / TO-BE process models, requirements, specifications, UAT
  • Solution and integration architecture for regulated environments
  • Delivery lead: vendors, deadlines, phased rollout

Products

Products we build and run

Our own products are where we test the methods we bring to client work: verify before release, keep an audit trail, fail safe.

Release candidate · pilot partners

AIGIS

An isolated, fail-closed layer between a backend and a payment gateway. It independently verifies every outgoing payout command (post-quantum signature, no replay, limits, match to the approved record) before money moves.

RustML-DSAZ3Payments security
AIGIS for payment teams →
Live · early access

CAINIX

An AI studio that turns a book manuscript into a screenplay, a shot list, character and scene references and short video clips, checking every step against the source text.

Next.jsTypeScriptPostgreSQLLLM pipelinesAI video
cainix.com →
Live in production

mandarin.business

Finding and verifying suppliers in China: catalog ingestion, supplier risk checks and automated research pipelines with multi-provider LLM routing, plus Shopify and WordPress integrations. It grew out of the tools built for a technical importer in Montenegro.

n8nNode.jsPostgreSQLLLM routing
mandarin.business →

Selected work

Projects

Client names are shown where the engagement is public; the rest are described by industry and scale.

Banking · Montenegro2025–2026

CKB Banka (OTP Group): BPM platform on Camunda 8

Built the bank’s process automation platform from scratch, working with compliance analysts, DevOps and developers. Compliance and business rules became executable BPMN processes and DMN decision tables; KYC and customer onboarding, lending and compliance checks went to production. Ran the platform in a live banking environment, including a production cluster upgrade from Camunda 8.6 to 8.8 with zero downtime.

Camunda 8 / ZeebeBPMN / DMNJava / SpringKafkaKubernetesPrometheus
0 downtime8.6 → 8.8 live cluster upgrade
KYConboarding, lending, compliance in production
From zeroarchitecture, team, monitoring, CI/CD
CIOwritten reference from the bank
Import & trade · Bar, Montenegro2025

Asgard Business Solutions d.o.o.: launching a technical importer

As a partner responsible for IT and for running deals, I helped launch a technical importer in Bar that brought in any goods on behalf of its clients, and automated almost every step of the operation: client request intake, supplier search and verification in China, quotes, templates for suppliers, freight forwarders and customs brokers, document flow and the advertising funnel. The import business ran on these tools, and mandarin.business grew directly out of them.

n8nLLM automationPostgreSQLImport & customs
Any goodsimported on behalf of clients
IT + dealsmy role as a partner
Automatedalmost every step of the operation
→ Productbecame mandarin.business
Retail · purchasing and replenishment2026–present

Automated purchasing for a specialty retail chain

A system the chain uses every day to decide what to buy, how much and from whom. Demand is forecast from receipts, counting only the days an item was actually on the shelf, which fixed systematic under-ordering of fast sellers. An optimiser picks the order that maximises expected gross profit within the budget, supplier minimums and mandatory assortment, and every order passes the chain’s purchasing rules before it is sent. One supplier showcase merges B2B portals and price lists, and deliveries and invoices are reconciled against the accounting system.

PythonPostgreSQLMILP (HiGHS)StreamlitPlaywright
+26%forecast gross profit vs manual picking, same budget
1,543of 3,448 items with under-ordering fixed
38 ruleschecked before every order
33,500supplier items in one showcase
Pharma & grocery retail · compliance2019–2022

Track & Trace serialization for national retail chains

MVP in 6 weeks for 1,500 pharmacies

Regulatory compliance MVP for a national pharmacy chain against a hard legal deadline: requirements with lawyers and IT, architecture, coordination of SAP and regulator-API vendors, phased rollout. Rollout architecture for a grocery retailer with 20,000 stores, with a team across Germany and India.

SAP ATTPS/4HANAGS1 / EPCISKafkaEDI
City infrastructure2022–2024

Decorative lighting management for a megacity

300,000+ managed assets

Delivery lead and solution architect for the system that runs a megacity’s decorative lighting across five municipal departments: AS-IS / TO-BE process architecture, 18 automated workflows, integration contracts and product metrics. More than 50 users moved from paper and chats to tracked digital workflows.

BPMNWorkflow automationIntegration architecture
Fintech · B2B SaaS2017–2019

New products division at a market-leading fiscal data operator

5 B2B products launched

Built the division and its 15-person cross-functional team from zero, and launched EDI, Track & Trace, retail analytics, a partner portal and data products for brands for a base of 120,000+ business clients. Owned the roadmap and reported per-product KPIs to the CEO and shareholders.

Product leadershipEDIJava / SpringOracle
Public sector · enterprise2013–2024

Government-scale systems and formal documentation

Nationwide rollouts

Integration and rollout projects on a nationwide government information system, delivered against statutory deadlines (details under NDA). Later, specifications, test programmes and user and administrator guides to formal state documentation standards for public-sector and enterprise clients.

Programme managementRequirementsTechnical writing
Telecom2007–2009

Real-time billing middleware for mobile TV

1,000,000 subscribers

Billing and provisioning middleware for a mobile operator’s mobile TV service: real-time charging between the network and the billing platform.

AmdocsTIBCO BusinessWorksBEA WebLogic
AdTech · computer vision R&D2008–2011

Real-time audience recognition for contextual advertising

Live gender & age detection

As co-founder and CTO: a computer-vision system that recognised the audience’s gender and age in real time and chose the advertisement to match, built before off-the-shelf AI frameworks existed.

Computer visionReal-time video

Team

Who works on your project

I lead every engagement myself. For larger projects the core team below, and trusted engineers and analysts from our network, join it from discovery to production.

Sergei Vasiliev

Sergei Vasiliev

Founder

Architecture · delivery · engineering

Twenty years in B2B software: product director at a fiscal data operator, enterprise Track & Trace delivery, a banking BPM platform on Camunda 8 and AI systems in production. Physics, Lomonosov Moscow State University.

Anton Vylderov

Anton Vylderov

Head of Engineering

AI systems · security · AIGIS core

AI systems engineer and architect of secure AI platforms: multi-agent systems, post-quantum cryptography and transaction protection in AIGIS, medical decision-support AI and AI-driven CAD/CAM. Security background in OSINT, red teaming and SecOps.

Eduard Shikalov

Eduard Shikalov

Head of Growth

Marketing · acquisition · AI automation

Business process automation and growth: digital marketing, SEO, paid acquisition, website development and rollout of AI tools. Master’s degree in Accounting and Finance, specialising in Banking.

About

Uravin d.o.o.

A software engineering and consulting company registered in Montenegro. We work with banks, fintechs, retailers and product teams that need systems which behave correctly under pressure: in production, under audit and at scale.

Engagements run on clean B2B contracts with invoicing in EUR. Remote by default, on-site in the region when the work needs it.

  • CompanyUravin d.o.o.
  • RegisteredMontenegro, 2022
  • Team experienceSince 2019
  • ContractsEU-compatible B2B, EUR invoicing
  • Working hoursCET, remote and on-site
  • LanguagesEnglish · Russian · Montenegrin
  • ProductsAIGIS · CAINIX · mandarin.business

Contact

Tell me what needs to work.

A short description of the system, the deadline and what is in the way is enough. I reply within a working day.