AML · Web3 · RegTech
AML compliance specialist. Two years inside the actual AML team of a major Nordic bank. Pattern recognition is my thing. Dirty money doesn't stand a chance.
Sanctions screening helper (OFAC SDN patterns), SQL anomaly detection on transaction datasets, and GenAI-assisted SAR narrative generation via Claude API. Streaming output. Beta v0.1.
Compliance Risk Advisor on tokenomics risk and MiCA frameworks in decentralised governance.
Dual-mode AI tool. Compare mode: inline strikethrough/highlight shows diff between policy versions. Analyse mode: extracts every rule, threshold, and restriction into a searchable keyword-grouped database. Beta v0.1.
4 Regulation Guides: AMLD6 (22 predicate offences, SAR chain), MiCA (Travel Rule, CASP obligations), OFAC (SDN list, crypto wallet screening), KYC/AML/PoF/W (CDD ladder SDD→EDD, PEP framework).
Comparative: Fiat vs Web3 AML across 5 dimensions. L1/L2 Framework Graph: full investigation workflow TxM alert → FIU filing, with SLAs, escalation triggers, and retention periods. Draft v0.5.
Full investigation flow from TxM alert to FIU filing. Every document, every decision point.
On-chain OSINT walkthrough: wallet tracing, address clustering, and illicit fund identification.
AML · Web3 · RegTech
AML compliance specialist. Two years inside the actual AML team of a major Nordic bank. Pattern recognition is my thing. Dirty money doesn't stand a chance.
Two years inside the actual AML function of a major Nordic bank — running live transaction monitoring across Finland, Denmark, and Sweden. OFAC alerts, CDD/EDD, SAR/STR filing, adverse media, OSINT. The real thing.
90%+ quality score across every monthly assessment. Not a box-ticking exercise — I actually notice things. The pattern that's slightly off. The business model that doesn't add up. That's the job, and I genuinely like it.
Now building toward Web3 and AI compliance. Four POSTECH blockchain certs. MiCA training. GenAI for fraud detection cert. Python and SQL in progress. CAMS next.
Core Compliance
Regulatory Frameworks
Investigations
Blockchain & Crypto
Data & Analytics
AI & RegTech
// Available Now · Lithuania · EMEA
Open to remote roles, B2B freelance contracts, and DAO contributions. AML compliance, Web3 RegTech, AI-powered financial crime. No shell companies.
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