Dimitrios User
@dimitriosuser
I build LLM-based systems and autonomous network management tools for next-generation telecommunications.
What I'm looking for
At Iquadrat, I research intent translation and actuation for next-generation networks, developing LLM-based systems that turn human language into Infrastructure Level Intent and self-managed control loops for 6G networks.
Previously, I built internal device-management web applications at Itec GmbH using React, Django, Python, and MySQL, and created a Python sound signal processing tool for clients. At Desion GmbH, I developed and validated a reinforcement-learning 3D simulation using DDPG, a 3D camera, and a robotic hand to catch moving cloth.
Experience
Work history, roles, and key accomplishments
ML Researcher | LLMs, RL, networks
Iquadrat
Jun 2025 - Present (1 year 2 months)
Research on intent translation and actuation in next-generation networks. Development of LLM-based systems to translate human language into Infrastructure Level Intent (ILI) and design of self-managed control loops for intent actuation in 6G networks.
Education
Degrees, certifications, and relevant coursework
The University of Texas at Austin
Post Graduate Program, Artificial Intelligence & Machine Learning
2024 - 2025
Post Graduate Program in AI & ML: Business Applications. Completed sample projects including Bank Churn Prediction and Visa Approval Facilitation.
Availability
Location
Authorized to work in
Job categories
Skills
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