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Hugo KatzerHK
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Hugo Katzer

@hugokatzer

Data, automation and AI intern at Talk360 who automated fraud detection and monitored live telecom traffic.

Netherlands
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At Talk360, I built production monitoring for live telecom traffic using statistical process control on self-hosted n8n. I also automated fraud-pattern detection that led to bans of spammers.

At Swapfiets, I mapped SOC 2 controls in Vanta and gathered supporting evidence across systems as an Information Security Intern. I also investigated security incidents, including damage control after a malicious insider.

As an IT Intern at Swapfiets, I owned identity lifecycle in Okta and AccessOwl and automated parts of HR onboarding. I initiated and led disaster recovery tests; a simulated device-loss scenario exposed a gap that would have cut access to a quarter of managed accounts.

Alongside my MSc in Artificial Intelligence at Vrije Universiteit Amsterdam / Universiteit van Amsterdam, I built a three-node Proxmox VE cluster and Stumberg, an agentic AI assistant with multi-agent orchestration and retrieval-augmented generation. I like digging into how systems work and keeping production systems running efficiently and safely.

Experience

Work history, roles, and key accomplishments

SW

Information Security Intern

Swapfiets

Jun 2025 - Aug 2025 (2 months)

Mapped SOC 2 controls in Vanta and collected supporting evidence across systems. Investigated security incidents, including damage control after a malicious insider.

SA

Shop Assistant

SPAR VU Amsterdam

Jan 2024 - Jun 2024 (5 months)

Provided customer service and assisted with store operations at a university supermarket.

RS

Housekeeper

Radisson Hotel & Suites Amsterdam South

Jul 2023 - Aug 2023 (1 month)

Performed housekeeping duties to maintain hotel cleanliness and guest satisfaction.

HP

Lifeguard

Hotel Warmia Park

Jun 2022 - Aug 2022 (2 months)

Ensured guest safety at the hotel pool, enforcing rules and responding to emergencies.

Education

Degrees, certifications, and relevant coursework

VA

Vrije Universiteit Amsterdam / Universiteit van Amsterdam

Master of Science, Artificial Intelligence

2025 -

Activities and societies: Track includes courses taught at Amsterdam UMC; Master project on collapse detection with simulated shadows and NN similarity scoring.

Pursuing an MSc in Artificial Intelligence with an AI for Health track, expected to complete in June 2027. Coursework includes Evolutionary Computing, Knowledge Representation, Brain Imaging, Natural Language Processing, and Experimental Design and Data Analysis.

Vrije Universiteit Amsterdam logoVA

Vrije Universiteit Amsterdam

Bachelor of Science, Computer Science

2022 - 2025

Completed a BSc in Computer Science, covering systems courses such as Operating Systems, Computer Networks, Computer Organization, and Databases. Bachelor thesis focused on hybrid detection of building collapse after the 2023 earthquake in Antakya.

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