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Nafiz43/ReadMe.md

Hi πŸ‘‹, I'm Nafiz

I am a Computer Science PhD candidate at UC Davis, working in the DECAL Lab under the mentorship of Professor Vladimir Filkov. My research interests span data science, health informatics, and open-source software sustainability, with expertise in fine-tuning large language models, developing retrieval-augmented generation frameworks, and building AI/ML pipelines for specialized tasks.
Feel free to connect with me to discuss crazy ideas!

πŸ”­ Currently working on: Developing multi-agentic workflows for Software Engineering Tasks
🌱 Learning: Multi-modal RAG, OSS sustainability metrics, and efficient fine-tuning (QLoRA, PEFT)
πŸ’¬ Ask me about: Designing RAG pipelines, and building practical AI tools for real-world use
πŸ“„ Know about my experiences Resume
πŸ‘¨β€πŸ’» Veiw my Portfolio

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πŸ’» Tech Stack

🧠 Languages

Python C C++ Java JavaScript R LaTeX HTML5

βš™οΈ Frameworks & Libraries

Web & Frontend

Vue.js Bootstrap jQuery

Backend & API

Flask NodeJS Gunicorn Apache

GUI & Desktop

JavaFX Streamlit

πŸ€– Machine Learning / Data Science

PyTorch TensorFlow Keras scikit-learn NumPy Pandas Matplotlib Plotly Scipy

πŸ—„οΈ Databases

MySQL MongoDB SQLite Elasticsearch Firebase

☁️ Cloud & Hosting

Google Cloud AWS Heroku Linode Netlify

βš™οΈ DevOps & Tooling

Git GitHub Actions NPM

πŸš€ Other Tools

Anaconda nVIDIA CUDA

πŸ“Š GitHub Stats:




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  1. OSS-PREY/OSSPREY-FrontEnd-Server OSS-PREY/OSSPREY-FrontEnd-Server Public

    OSSPREY is a tool to support sustainable open-source development. It provides direct analytics of project metrics, temporal AI-based sustainability forecasts, and evidence-based recommendations to …

    Vue 1

  2. EvidenceBot EvidenceBot Public

    EvidenceBot: A Privacy-Preserving, Customizable RAG-Based Tool for Enhancing Large Language Model Interactions

    JavaScript 2

  3. ReACT-GPT ReACT-GPT Public

    ReACT-GPT: an LLM-powered framework leveraging LangChain, ChromaDB, and Ollama to synthesize actionable insights from scientific articles.

    Jupyter Notebook 2

  4. PCL-Fetcher PCL-Fetcher Public

    PCL-Fetcher: a pipeline that automates the documentation of procedural case logs using LLMs. The system analyzes procedural reports by posing targeted questions and generating structured responses}

    Python 2

  5. MammoGen-RAG MammoGen-RAG Public

    MammoGen-RAG: An LLM-Powered RAG Framework for Automating Mammography Report Generation

    Python 3 1

  6. ReACTive ReACTive Public template

    ReACTive: Visualizing ReACTs and Their Impact on Features

    HTML 1