ASAP · Data systems

Build it once. Then it runs.

Data systems, integrations and process automation — with deep experience in financial markets.

When production depends on three conflicting reports, knowledge trapped in people’s heads, and the availability of a single expert who retired a month ago, it’s time for a change. I’ll clean up the data, connect the systems, and send the manual processes into well-earned retirement.

Artur Stępnik

Focus areas

From data source to stable production

Security master engineering

Core engineering work on systems that define assets across equities, FX, warrants, and more.

Vendor & data integration

30+ vendor and API integrations live in production, from Goldman Sachs to central-bank scrapers.

AI-assisted pipelines

Multi-agent LLM systems that scrape, extract, and validate data with far less manual work.

Data quality & SLAs

SLA-alerting systems and on-call runbooks that keep production data trustworthy.

Selected work

Engineering under real operational pressure

Security Master

One of the primary engineers developing the security master across multiple asset classes, including automated migration, quality controls and validation.

Multi-agent AI pipelines

Designed and built multi-agent LLM pipelines — orchestrating scraping, extraction and validation agents — to automate data acquisition and quality-checking across the central-bank and vendor-feed workflows above.

Vendor & API onboarding (30+ sources)

Integrated data and APIs from Goldman Sachs, Bloomberg, FTSE, ICE/NYSE, FactSet, Nasdaq, Qontigo/STOXX, Tradeweb, Statistics Canada, CLS, TAC, Guidepoint, Third Bridge, RBC, Barclays, BNP Paribas and Citi.

Services

What I take on

I handle data engineering, integrations, quality systems and AI-assisted automation. We define the direction together; I personally take the implementation from diagnosis to production.

See services

Own products

I also build my own products

Tools for recurring operational problems. ReelArt is first; more will follow.

See own products

No middlemen

I do the work myself

Eight years in financial-markets data, enterprise systems and implementations. Direction is set with the client; delivery stays with me — the project is not handed off to a less experienced team.

Earlier collaborations

Trusted in delivery

These voices come from consulting and implementation work. The financial-markets track is covered in selected work above.

Artur leaves no ambiguity. He always explores the topic he's dealing with in depth, and conducts conversations professionally and with clear direction — which shows in his flawless, natural client analysis. I have hopes for future joint projects.
Patryk Key Account Manager, SaldeoSMART
Artur was a consultant for our team and worked on several projects at iERP. His ability to learn, and his consulting and research skills, played a significant role in ensuring assignments were completed on time. Artur would be an asset to any team.
Dusan COO, iERP.ai
At Nostradamus.Cloud we were running a campaign in an area neither of us had much experience in — and that's when Artur's strength showed: adaptability in a fast-changing market. He found simple workarounds that cut our daily campaign workload in half within two weeks.
Edil Cloud Support Specialist, Nostradamus.Cloud

Have a data problem worth solving properly?

Whether it’s rebuilding a security master, integrating a new data vendor, or automating with AI — let’s talk about the real problem.

Start a conversation