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Stefan UserSU
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Stefan User

@stefanuser11

I streamline regulated operations using AI agents, automation, reconciliation, and reporting.

Ireland
Message

What I'm looking for

I’m looking for a remote operations role where I can own processes and reduce repetitive work through tooling, automation, and AI agents.

At The Bank of New York Mellon, I process settlements, reporting, distributions, and fee adjustments for the desk’s largest ETF client, while reconciling positions against depository records and resolving breaks.

I introduced AI agent use to my team by building agents that support reporting and reconciliations, and I designed and maintain a SharePoint knowledge base for settlement procedures. I also perform continuous pre-deployment UAT, including weekend releases.

Across ETF operations, AML/KYC, banking administration, and client-facing coordination, I’ve improved processes, developed SOPs, and supported automation. I combine 7+ years in regulated operations with computing studies covering infrastructure, software development, data analysis, and AI.

Experience

Work history, roles, and key accomplishments

MS

Anti-Money Laundering Analyst

MUFG Pension & Market Services

Jan 2019 - Jan 2020 (1 year)

Performed AML and KYC checks, set up investor accounts for mutual funds, and acted as primary liaison between dealing team, clients, and investors.

Bank of Ireland logoBI

Operations Administrator

Bank of Ireland

Jan 2018 - Jan 2019 (1 year)

Processed interest and balance certificate requests, produced certificates manually, and performed quality assurance on robotic process automation and offshore production. Led weekly conference calls with offshore operations team and developed new processes and updated SOPs.

Education

Degrees, certifications, and relevant coursework

National College of Ireland logoNI

National College of Ireland

Postgraduate Diploma in Science, Artificial Intelligence

2026 - 2027

Pursuing a Postgraduate Diploma in Science in Artificial Intelligence, covering machine learning, data analytics, intelligent agents, process automation, and generative AI.

Technological University Dublin logoTD

Technological University Dublin

Higher Diploma, Computing

2024 - 2026

Studying for a Higher Diploma in Computing with an infrastructure specialisation, covering operating systems, networks, secure network design, and virtualisation infrastructure management, as well as systems analysis, software development, and data analysis.

Dún Laoghaire Institute of Art, Design and Technology logoDT

Dún Laoghaire Institute of Art, Design and Technology

Bachelor of Arts (Honours), Business

Earned a Bachelor of Arts (Honours) in Business, covering strategic management, international entrepreneurship, marketing, strategy and technology, business ethics, HR management, and tax and finance.

UB

UCD Lochlann Quinn School of Business

Diploma in Business Studies, Business

2015 - 2018

Completed a Diploma in Business Studies, covering management theory, business communication, economics, marketing, accounting, and ICT in business.

Tech stack

Software and tools used professionally

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