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  • Institute of Neuroscience, Trinity College Dublin
  • Dublin Ireland
  • 14:57 (UTC +01:00)

Achievements

Achievement: Pull Sharkx2Achievement: StarstruckAchievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: StarstruckAchievement: QuickdrawAchievement: YOLO

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mfaizan-ai/README.md




🛠️ Tech Stack

Languages

Python C++ C MATLAB

AI / Deep Learning

PyTorch TensorFlow Lightning Weights & Biases Keras scikit-learn OpenCV HuggingFace

Tools & Platforms

Docker Git VS Code Conda Google Colab Linux AWS Kubernetes


GitHub Streak

Contribution Graph

GitHub Stats   Productive Time

Research Interests

Area Focus
Vision Language Models Multimodal understanding, grounding, and reasoning
Medical Image Analysis Motion & motion-artefact correction in fMRI, fMRI reconstruction, segmentation, Fourier-space (k-space) fMRI analysis
Large Language Models RAG, fine-tuning, instruction following
Embedded AI Efficient inference on edge devices

🗂️ Open Source Datasets

NewsQA

A question answering dataset built on Pakistani news articles, designed for reading comprehension and NLP research.

GitHub NLP License

Rail Safety Object Detection

An annotated object detection dataset for railway safety, supporting robust vision models for rail infrastructure monitoring.

Figshare Vision Domain

🎓 Certifications

Click to expand 📜
# Certificate Issuer
01 Deep Learning Specialization Coursera / DeepLearning.AI
02 TensorFlow in Practice Specialization Coursera / DeepLearning.AI
03 Machine Learning Coursera / Stanford
04 AI for Medical Diagnosis Coursera / DeepLearning.AI
05 Custom Models, Layers & Loss Functions with TF Coursera
06 Custom & Distributed Training with TF Coursera
07 Mathematics for ML: Multivariate Calculus Coursera / Imperial
08 Mathematics for ML: Linear Algebra Coursera / Imperial
09 AI for Everyone Coursera / DeepLearning.AI
10 MATLAB Onramp MathWorks

🤝 Connect With Me

Website LinkedIn Gmail


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  1. Brain-Tumors-Segmentation Brain-Tumors-Segmentation Public

    Multimodal Brain mpMRI segmentation on BraTS 2023 and BraTS 2021 datasets.

    Python 104 8

  2. Saferail-AI Saferail-AI Public

    Implementation of image fusion, distance estimation, and object detection algorithms for Saferail in Pakistan.

    Python 4

  3. Recognition-and-gradient-based-localization-of-chest-radiographs Recognition-and-gradient-based-localization-of-chest-radiographs Public

    Disease diagnoses in chest radiographs with different neural network architectures, and models activations localization using grad-cam. The whole implementation is in Pytorch.

    Jupyter Notebook 2

  4. gpt_nano gpt_nano Public

    Implementation of lightweight transformer model for character level text generation

    Python 4

  5. text-based-denoising text-based-denoising Public

    This project implements diffusion based transformer model to denoise the images with text prompt guidance.

    Python 2

  6. RailGuard RailGuard Public

    Implementation of Real-time Image Fusion model

    Python 1