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rijumarwah/README.md

Incoming grad student at University of Tübingen in the machine learning program. I'm a research intern at the IRT Group, University of South Carolina. My work sits at the intersection of LLM reasoning, agent orchestration, and applied NLP.


Research interests

trustworthy AI   robust LLMs   fatigue detection   reliable LLMs   nlp   interpretability


Selected projects

Project Description
Procurement Agent System Multi-agent AutoGen system automating accounts-payable workflows — invoice processing, 3-way matching, payment release, and exception handling. Built at EY during an internship.
Intelligent Workflow Orchestration Agentic low-code workflow engine exploring LLM-backed orchestration as the layer behind drag-and-drop automation platforms.
Cognitive Fatigue in LLMs, LLM Fatigue Project Homepage, Cognitive Fatigue Resistance via Post-Training Research project at the AI Institute of South Carolina. Resulted in publications at ICML 2026, AAAI 2026

Find me

linkedin  ·  portfolio  ·  Tübingen, Germany

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  1. cognitive-fatigue-llms cognitive-fatigue-llms Public

    Code for the ICML 2026 Main Track Paper "Cognitive Fatigue in Autoregressive Transformers: Formalization and Measurement"

    Jupyter Notebook 1

  2. Intelligent-Workflow-Orchestration Intelligent-Workflow-Orchestration Public

    💻 EY Agentic Low-Code Workflow

    Python

  3. Procurement-Agent-System Procurement-Agent-System Public

    🤖 Procurement Agent System built during an undergraduate internship at EY (Ernst & Young)

    Python

  4. rijumarwah.github.io rijumarwah.github.io Public

    Portfolio

    HTML