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fnziad/README.md

πŸ‘‹ Hi, I'm Fahad Nadim Ziad

Computer Science β€’ AI/ML Researcher β€’ Bioinformatics Enthusiast

Portfolio LinkedIn Email CV


πŸŽ“ About Me

  • 🏫 Final Year Computer Science Student at BRAC University (CGPA: 3.73/4.0)
  • πŸ”¬ Research Focus: Transformer-based frameworks for neurodegenerative disease assessment
  • 🎯 Specializations: AI/ML, Bioinformatics, Natural Language Processing, Explainable AI
  • 🌱 Currently Exploring: Cross-modal learning, Knowledge Graph alignment, QLoRA fine-tuning
  • πŸ’‘ Passionate about solving real-world problems through research and innovative technologies
  • πŸ† Merit Scholarship Recipient & Multiple Award Winner
  • 🌍 Based in Dhaka, Bangladesh β€’ Open to global collaboration

πŸ”₯ What I'm Working On

current_projects = {
    "Thesis": "Transformer-Based Framework for Neuro-degenerative Assessment",
    "Research": "Biomedical Knowledge Graph Alignment with QLoRA",
    "Development": "Full-Stack Web Applications & DevOps Automation",
    "Learning": ["Advanced Transformers", "Multi-modal AI", "MLOps"]
}

πŸ’» Tech Stack

Languages

Python C++ JavaScript TypeScript SQL LaTeX

AI/ML & Data Science

PyTorch TensorFlow Scikit-Learn Pandas NumPy

Web Development

React Node.js Flask Tailwind CSS

DevOps & Tools

Git Docker Linux VS Code GitHub Actions


πŸš€ Featured Projects

🧠 Neuro-degenerative Assessment

B.Sc. Thesis (In Progress)

  • Novel Transformer framework for multi-modal neuroimaging
  • Modality dropout training for incomplete data
  • SHAP-based explainability framework

🧬 BioAlign-QLoRA

Bioinformatics Research Project

  • Knowledge Graph alignment methodology
  • QLoRA fine-tuning (Llama-3, Mistral-7B, Phi-3)
  • 83.8% accuracy, 126% improvement in alignment

πŸ’Ύ Mini-VSFS

Operating Systems Project

  • Complete virtual file system from scratch
  • Custom superblock with CRC32 checksums
  • Unix-style inode system (128-byte)

🌐 CampusCompanion

Full-Stack Platform

  • React + TypeScript + Tailwind CSS
  • MVC architecture with role-based access
  • Deployed on Vercel

πŸ“Š GitHub Stats

GitHub Stats

Top Languages

GitHub Streak


πŸ† Achievements & Recognition

  • πŸŽ“ Merit Scholarship - BRAC University
  • πŸ₯‡ Outstanding Delegate - BUPIMUN 2023
  • πŸ₯ˆ 2nd Place - Multiple Academic & Science Competitions
  • πŸ“œ Multiple Awards - Model UN, Project Fairs, Academic Olympiads

πŸ“« Let's Connect!

I'm always open to interesting conversations and collaboration opportunities!

Portfolio LinkedIn Email

πŸ“ Dhaka, Bangladesh β€’ 🌐 Available for Remote Opportunities


πŸ’­ "Turning data into insights, and insights into impact."

Profile Views

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  1. CampusCompanion CampusCompanion Public

    TypeScript

  2. Red-Light-Green-Light Red-Light-Green-Light Public

    A Squid Game demo

    Python

  3. BioAlign-QLoRA BioAlign-QLoRA Public

    Jupyter Notebook 1

  4. mini-vsfs mini-vsfs Public

    C

  5. ZeroTex ZeroTex Public

    TypeScript 1