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illoonego/README.md

Hi, I’m Illias! 👋

My work spans from deep learning in high-energy physics (charged Higgs boson searches at the LHC) to building production-ready pipelines for LLM fine-tuning.

📂 Repos

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  1. cloud-architecture-agent cloud-architecture-agent Public

    A production-grade GenAI agent for AWS cloud architecture reasoning with RAG-powered responses using vLLM, FastAPI, and Qdrant vector database

    Python

  2. gemma-finetune-emails gemma-finetune-emails Public

    LoRA fine-tuning pipeline for Google’s Gemma-2B language model to classify email intents

    Python

  3. linear-regression-from-scratch linear-regression-from-scratch Public

    A professional, educational Python library implementing linear regression and essential ML utilities from the ground up. Includes custom data preprocessing, train/test splitting, and a clean, modul…

    Python

  4. charged-higgs-dnn-search charged-higgs-dnn-search Public

    Deep learning for signal-background classification in particles collision data

    Jupyter Notebook 1