FR

Fatima Rani

TUD Dresden University of Technology, UGROUND, GLOBAL S.L, Technische Universität Dresden, Universidad Autónoma de Madrid, IMT Atlantique

ORCID iD 0000-0003-3753-3778
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About

Gen. & Agentic AI Evangelist 🤖| Sustainable AI Advocate 🍀| Founder NoorMinds AI 🌙| Tech Education Enthusiast 👩🏻‍🏫 | Software Engineer 👩🏻‍💻 | LLMOps ♾ | LLMs - cobots 🦾| Embodied AI🦿| Green AI 🍃| UN 🌎 SDGs 9, 12 & 13

Current Research Topics:
1. SAGE (Sustainable Agentic AI): SDG-aligned LLMOps with Kubernetes orchestration and Docker containerization
2. GAMING (enerGy Aware LLMs Inference Benchmarking): Benchmarking the energy efficiency of LLM inference pipelines
3. Green AI Agent: Monitoring energy consumption, carbon footprint, and sustainability metrics in AI systems
4. ReAct Agentic AI: LLMOps optimisation using the ReAct (Reasoning + Acting) framework
5. LLM-Driven Vision Manipulation for a 6-DoF Robotic Arm: Leveraging large language models to guide vision-based manipulation tasks
6. LLM-Powered Event-Based Obstacle Mapping for Cobot Path Planning: Using LLMs to enable dynamic obstacle mapping and path planning for collaborative robots
7. Post-Training and Reinforcement Learning for Large Language Models: Exploring fine-tuning and RL-based alignment techniques for LLMs

Employment

  • TUD Dresden University of Technology Academic Staff
    2025 - Present
  • TUD Dresden University of Technology Research Associate
    2021 - 2025
  • UGROUND, GLOBAL S.L Research Analyst & Consultant
    2019 - 2021

Education

  • Technische Universität Dresden PhD: currently pursuing
  • Universidad Autónoma de Madrid Spring/Summer School: MBSE, Cloud Computing and Virtualization
  • IMT Atlantique Winter School: Model-Driven Engineering (MDE) Foundations and Tools , Model-Based Systems Engineering (MBSE)
  • BT Group (United Kingdom) Summer School: Data Science and Machine Learning
  • University of Oxford Summer School: Oxford Machine Learning (OxML 2024), MLx Representation Learning & Generative AI
  • University of Engineering and Technology, Taxila Master's Degree in Software Engineering with specialization in Computer Vision & Machine Learning

Projects & Funding

Projects & funding information is unavailable.

Publications (19)