Master Thesis: AI Agent Workflow for Network Simulation

Teknik, data och digitalt · Mjukvaru- och webbutveckling · Mjukvaruutveckling · Maskininlärning · Datavetenskap

I korthet

This Master Thesis project explores how AI agents and LLMs can simplify network simulation workflows. The intern will develop a proof of concept using Python to translate natural language descriptions into validated configurations for a radio simulator, collaborating with Ericsson's network simulation team.

Ansvarsområden

Study the Python-based simulator, its parameters, dependencies, interfaces, and execution process.
Design a multi-agent workflow for interpreting user requirements, planning scenarios, generating and validating configurations, running simulations, and analyzing results.
Build a proof of concept that lets users create and modify simulation scenarios using natural language.
Explore a closed-loop process where agents use results or execution errors to refine configurations and rerun simulations when appropriate.
Evaluate correctness, success rate, error recovery, alignment with user intent, execution time, computational requirements, and human involvement.
Compare the multi-agent approach with a single-LLM baseline and identify tasks that still require human expertise.

Krav

Pursuing an MSc in Wireless Networks, computer science, machine learning or related field.
Strong background in Python.
Interest in AI/ML, LLMs, AI agents, and workflow automation (prior experience is beneficial).
Curiosity about both the capabilities of AI and where human oversight remains important.
Ability to work independently and collaboratively.
Ability to conduct technical studies and communicate results clearly in spoken and written English.
Proactive, analytical, and comfortable preparing a thesis proposal, report, and presentation.

Förmåner

Outstanding opportunity to use skills and imagination to push boundaries.
Build solutions never seen before.
Be challenged, but not alone.
Join a team of diverse innovators.
Chance to craft what comes next.

Färdigheter

PythonAI/MLLLMsAI agentsworkflow automation

#AI#LLMs#Network Simulation#Python

Om Ericsson

Pioneering technology for connecting billions of people worldwide

Our purpose \nTo create connections that make the unimaginable possible.\n\nOur vision\nA world where limitless connectivity improves lives, redefines business and pioneers a sustainable future.\n\nOur values\nPerseverance, professionalism, respect and integrity.\n\nThe future is a place for purpose & vision – ours are clear, and we invite partners, customers and consumers to join us in our journey. \n\nFor a brighter future. For all. Let's #ImaginePossible

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