On-Prem AI Architecture for Banking: Privacy, RAG and Operational Control
Designing enterprise AI systems that keep sensitive data inside the institution while remaining searchable, observable and governable.
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Notes on engineering leadership, technology strategy, and team culture.
Kadir Ergun
Engineering Manager with 10+ years across SaaS, e-commerce, and platform work—microservices, DevOps, and cloud-native delivery for reliable, fast-to-ship products.
I’ve led 40+ engineers, built high-traffic commerce experiences, and modernized stacks on Java/C#/.NET, Kubernetes, and Azure DevOps. Based in Istanbul, working with both public and private sector teams.
Experience
10+ years
Teams led
40+
Focus
SaaS, E-comm
Cloud-native
K8s / Azure
Stack
Java / C#
Capabilities
Microservices, cloud-native delivery, Java/C#, IIS/Windows server ops, and marketing automation at scale.
Latest
Designing enterprise AI systems that keep sensitive data inside the institution while remaining searchable, observable and governable.
Read More »A practical delivery architecture from source control to Kubernetes, with selective builds, immutable artifacts, promotion, rollback and release traceability.
Read More »High availability is a system property, not a node count. This guide examines control-plane quorum, storage recovery, database replication and operational validation.
Read More »A practical architecture guide for mobile backends that must remain secure, observable and compatible as products and teams grow.
Read More »A realistic, retrospective enterprise case study showing how to use TOGAF ADM, governance, risk assessment, and gap analysis to recover from platform fragmentation and deliver a controlled transformation.
Read More »A practical deep-dive into applying TOGAF ADM, Architecture Governance, Risk Assessment, and Change Management in real enterprise environments.
Read More »Projects
Employee engagement platform with Java microservices, VueJS, PostgreSQL, Kubernetes, Istio.
Cross-platform navigation (HarmonyOS, Android, iOS) built with Spring Boot, Kafka, Redis.
EBG B2B portal, Fenerium, Avis/Budget Turkey; multilingual, payment and recommendation engines.
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