Master/Bachelor Thesis - GenAI for Network Device Configuration Templates
Core
Researching whether generative AI can write correct device configuration templates and explain/repair non-working templates for network devices.
Role type
Master/Bachelor Thesis Researcher (GenAI for Network Configuration)
Builds
Automatic judge for template evaluation, AI pipelines for template authoring and troubleshooting.
Domain
Computer Science / Computer Engineering / Generative AI / Network Configuration
Deliverable
research
Required skills
Generative AI applications and APIs, Python or similar scripting language, Computer Science or Computer Engineering knowledge, XML, Docker/Kubernetes, empirical evaluation
Preferred skills
Scala or Java, computer networks, developer tooling
Responsibilities
Build an automatic judge to evaluate template candidates, develop AI pipelines for template authoring, evaluate AI pipelines for troubleshooting, compare generated templates with expert-written ones, investigate input information impact, evaluate feedback-driven retries, diagnose failing templates, categorize remaining failures.
