AI investigation agent
An LLM agent that investigates money-laundering alerts. I led the team from first release to production at a large bank.
Backend systems, data platforms and AI agents, from first prototype to production. Based in Bratislava, working remotely with clients in Europe and beyond.
Discuss a projectB2B contracts, remote delivery, monthly or per-project billing.
Agents that investigate, summarise and explain, with retrieval, tool use, evaluation and cost control for production workloads.
Pipelines and analytics over large datasets: ingestion, modelling, feature computation and query performance.
Services and APIs in Python and Java, from design through deployment and support.
Deploying, operating and troubleshooting containerised systems on Azure, with CI/CD and observability.
Architecture, code review and delivery leadership for engineering teams shipping to demanding customers.
Crawlers and scrapers that collect public web data reliably: scheduling, rate limiting, parsing and clean structured output.
Five years at a fintech company building AI for financial-crime detection, from platform engineer to team leader.
An LLM agent that investigates money-laundering alerts. I led the team from first release to production at a large bank.
Evaluation of AI answers, plus tools for the agent: web search, page scraping and document scanning.
A risk engine that scores bank customers, and a no-code rule builder for analysts.
Explanations of why a customer is risky, account networks, and matching accounts of the same person.
Encryption of sensitive stored data, and secure access to databases.
Backup and restore for the whole platform, and the migration to OpenSearch.
The company is led by Artur Valter, a software engineer and former tech lead and team leader in fintech, where he led the delivery of AI-based investigation products to banks.
The work is hands-on: the person you talk to is the person who writes and ships the code.
Tell us briefly about the project. We reply within two working days.