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rilufiyy/README.md

Building Intelligent AI Systems with Strong Mathematical Foundations


rilufiyy

About Me

  • Currently working on RAG-based Chatbots & Intelligent AI Systems
  • Currently learning Advanced NLP, LLM Optimization, and MLOps
  • Interested in LLM, RAG, Machine Learning, Deep Learning, NLP, LangChain, and FastAPI
  • Email: [email protected]

Connect with Me

Languages & Tools

GitHub Stats

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  1. PlantPal-C242-PS112/PlantPal-ML PlantPal-C242-PS112/PlantPal-ML Public

    Jupyter Notebook 1

  2. Clinical-Research-RAG-Mini-Chatbot Clinical-Research-RAG-Mini-Chatbot Public

    A mini Retrieval-Augmented Generation (RAG) chatbot designed to answer clinical psychology questions based on curated research articles, particularly focusing on Nightmare Disorder, Imagery Rehears…

    Jupyter Notebook

  3. Video-Captioning-using-BLIP-2-Hugging-Face-Model Video-Captioning-using-BLIP-2-Hugging-Face-Model Public

    End-to-end video captioning pipeline using BLIP-2 from Hugging Face, leveraging frame sampling and multimodal transformers to generate accurate video descriptions.

    Python

  4. Simple-Portofolio-Using-Streamlit Simple-Portofolio-Using-Streamlit Public

    House Price Prediction using Gradient Boosting with Grey Wolf Optimizer (GWO) End-to-end machine learning project with data preprocessing, feature analysis, model rebuilding, and interactive Stream…

    Jupyter Notebook 1

  5. MeetRecall-AI-Improvement MeetRecall-AI-Improvement Public

    This project is an extension and architectural improvement MeetRecall AI, which I previously developed independently. The system was significantly expanded into a full Meeting Intelligence Platform…

    Python

  6. MLOps-Model-Monitoring MLOps-Model-Monitoring Public

    This project implements an end-to-end MLOps pipeline for house price prediction using MLflow, FastAPI, and Docker. It focuses on modular code design, experiment tracking, model monitoring, structur…

    Jupyter Notebook 1