DK / EU EMAIL LINKEDIN

Bengin Durkal

AI Dev Lead & Senior Engineer

AI systems for regulated domains. Retrieval and context engineering for systems where the answer needs a defensible path back to authoritative sources — grounded, traceable, verified. I carry that architecture through infrastructure to the product people actually use.

Selected work

SUNDHED.DK

AI Healthcare RAG agent

AI DEV LEAD · SYSTEM ARCHITECTURE· 2026 A clinical question in, a grounded and cited answer out — and nothing leaves before the judge passes it. The chain from question to citation is designed, not prompted: bounded corpus, retrieval contract, agent contract, judge.

MinSundhed

SENIOR ENGINEER · 2023–2026 Denmark's public health app. Most of the new features that ship in it are mine — medicine, vaccinations, referrals, practitioner search. Building the product citizens actually hold is why I judge an architecture by what has to run on top of it.
MinSundhed medicine list
MEDICINE
MinSundhed prescription renewal
PRESCRIPTION RENEWAL
MinSundhed vaccinations
VACCINATIONS
MinSundhed practitioner search
PRACTITIONER SEARCH

AI documentation pipeline

AI DEV LEAD · SYSTEM ARCHITECTURE· 2026 Business documentation and the code it describes, rewritten into one source that updates when the code does — a graph of the repo, rebuilt on every merge, and machine-usable context for everything downstream.
AI-DOCS-PIPELINE RUN 4128

Internal AI assistant

AI DEV LEAD · SYSTEM ARCHITECTURE· 2026 One question, answered across every internal source — handbooks, repositories, wikis, test runs. Retrieval selects the context, the answer carries the source it came from, and when the answer is a system it draws the diagram. Outside the corpus, it says so.

Independent work

afklar.ai

AI DEV LEAD · SYSTEM ARCHITECTURE· 2026

Public rules ingested from the authoritative sources, hybrid retrieval and reranking over them, open-weight models on European infrastructure.

AUTHORITATIVE SOURCES → RETRIEVAL → CONTEXT → OPEN MODEL → VALIDATION

Reusable agent harness

AI DEV LEAD · SYSTEM ARCHITECTURE· 2026
The architecture generalises past the regulated world. One harness — intent, routing, tools, validation, state — already operating three products in three unrelated domains.
ALL THREE FASHION COMMERCE GROCERIES FINTECH

Career

sundhed.dk

SAME PLACE, EARLIER ROLES
AI LEAD DEVELOPER Retrieval, evaluation and agent design for a public-facing clinical chatbot.
SENIOR IOS ENGINEER Feature work in MinSundhed, the public health app for Danish citizens.

nemlig.com

IOS DEVELOPER Consumer iOS at one of Denmark's largest online grocers.

Devoteam

IT AUTOMATION CONSULTANT Automation and system integration across enterprise stacks.
MAIL LINKEDIN
{{ zoomLabel }} CLOSE · ESC