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nimad70/README.md

Hello, I'm Nima!

Artificial Intelligence Specialist | Software Developer | Machine Learning Enthusiast


About Me

I’m a passionate AI specialist and software developer with a Master’s in Computer Science from the University of Padua, specializing in machine learning, AI security, and software engineering. My work spans research, development, and optimization of advanced AI systems to deliver impactful, real-world solutions.


Highlights

  • AI Research: Explored vulnerabilities in Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) systems during my thesis, collaborating with Radboud University.
  • Software Development: Built scalable applications and machine learning models, including a diabetic retinopathy detection system and car price prediction tool.
  • Technical Expertise: Skilled in Python, TensorFlow, PyTorch, and cloud-based deployments to optimize workflows for efficiency and reproducibility.

Skills

  • Languages: Python, SQL, C++
  • Frameworks: TensorFlow, PyTorch, Scikit-learn, Django
  • Tools: Git, Docker, Azure
  • Specialties: Machine Learning, Deep Learning, AI Security, Data Analysis

Recent Projects

  • LLM Optimization: Fine-tuned Mistral 7B for medical QA, achieving 95.45% accuracy using advanced techniques like QLoRA and RAG.
  • Diabetic Retinopathy Detection: Developed a CNN model using Inception V3, achieving high accuracy with optimized preprocessing techniques.

Let’s Connect

I’m always open to collaboration and discussing innovative ideas in AI and software development. Feel free to explore my work or connect with me on:


“Curiosity drives my work, and innovation fuels my passion. Let’s build something extraordinary together!”

Pinned Loading

  1. code-fest code-fest Public

    problem solving using Python

    Python

  2. diabetic-retinopathy-detection diabetic-retinopathy-detection Public

    Diabetic Retinopathy Detection using Inception-V3 | project for the Vision & Cognitive System course (ComputerScience @ UniPd) | w/ Shab Pompeiano

    Jupyter Notebook 1

  3. Infostorage Infostorage Public

    Store applications account information in MongoDB using Python

    Python

  4. prediction prediction Public

    A simple python project with scikit-learn and DecisionTreeRegressor class

    Python

  5. VulRAG VulRAG Public

    Investigating the vulnerability of Large Language Models (LLMs) to misinformation in Retrieval-Augmented Generation (RAG) systems by poisoning vector databases and analyzing LLM responses to identi…

    Jupyter Notebook

  6. nurSaadat/algo2022 nurSaadat/algo2022 Public

    Group homeworks done in Advanced Algorithms class for MSc of Computer Science in University of Paduva

    Jupyter Notebook 1 1