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Pushing boundaries, merging possibilities
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Pushing boundaries, merging possibilities

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abd84/README.md
Abdullah Naeem's GitHub Profile

Identity

# neural_profile.py

class AbdullahNaeem:
    """
    AI Engineer & Researcher shipping
    products from the heart of Pakistan.
    """
    role       = "AI Engineer & Researcher"
    location   = "Lahore, Pakistan"
    university = "FAST NUCES — Data Science"

    building = [
        "Multimodal Medical Diagnosis AI",
        "Federated Learning for Healthcare",
        "Stuttering Detection NLP Models",
        "LLM Security & Red-Teaming Tools",
        "Computer Vision Systems at Scale",
    ]

    currently  = "Shipping AI products that matter"
    open_to    = ["Research", "Engineering", "Collabs"]

    fun_fact = (
        "Built federated learning for "
        "Alzheimer's detection across "
        "multiple medical institutions"
    )

Research Distribution

%%{init: {'theme': 'dark', 'themeVariables': {'darkMode': true, 'background': '#0D1117', 'pie1': '#6366F1', 'pie2': '#A78BFA', 'pie3': '#38BDF8', 'pie4': '#FB7185', 'pie5': '#FBBF24'}}}%%
pie title Research & Engineering Focus
    "Computer Vision" : 30
    "Healthcare AI" : 25
    "NLP & Speech" : 20
    "LLM Security" : 15
    "MLOps & Infra" : 10
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CV  Healthcare  NLP  LLM Security  MLOps


AI Architecture

%%{init: {'theme': 'dark', 'themeVariables': {'darkMode': true, 'background': '#0D1117', 'primaryColor': '#6366F1', 'primaryTextColor': '#ffffff', 'primaryBorderColor': '#6366F1', 'lineColor': '#818CF8', 'secondaryColor': '#1e1b4b', 'tertiaryColor': '#0f172a', 'edgeLabelBackground': '#0D1117', 'nodeTextColor': '#C9D1D9'}}}%%
graph LR
    CORE([AI Core])
    CORE --> ML([PyTorch / TF])
    CORE --> LLM([LangChain / RAG])
    CORE --> CV([OpenCV / YOLO])
    ML --> H1([Medical Imaging])
    ML --> H2([Federated Learning])
    LLM --> H3([RAG Pipelines])
    LLM --> H4([LLM Red-Teaming])
    CV --> H5([Disease Detection])
    CV --> H6([Real-Time Tracking])
    H1 --> OUT1([Diagnosis AI])
    H2 --> OUT2([AlzFed])
    H3 --> OUT3([AquireIQ])
    H4 --> OUT4([LLM Security])
    H5 --> OUT5([Nail & Bone AI])
    H6 --> OUT6([StutterNet])
Loading

Tech Arsenal

[ AI & Machine Learning ]

AI ML Stack

[ Backend & Infrastructure ]

Backend Stack

[ Frontend & Interfaces ]

Frontend Stack

[ DevOps & Cloud ]

DevOps Stack

[ Tools & Editors ]

Tools Stack


HuggingFace  LangChain  RAG  Federated  ONNX


Featured Projects

Project Description Stack Status
AquireIQ AI intelligence platform with RAG pipeline & smart data acquisition Python LangChain Active
StutterNet Deep learning stuttering detection for real-time speech therapy assistance PyTorch NLP Research
AlzFed Privacy-preserving Alzheimer's detection via federated learning PyTorch FL Research
ai-pdf-editor Intelligent PDF editor with AI content extraction & RAG capabilities React FastAPI Active
Osteoporosis AI CNN-based X-ray analysis with GRAD-CAM for bone density assessment TF OpenCV Complete
Adversarial ResNet FGSM/PGD adversarial attacks and defense mechanisms for ResNet PyTorch Research
LLM Injection Prompt injection taxonomy & defense framework for production LLMs Security Research
Nail Detection Real-time nail condition CV detection for non-invasive medical diagnostics YOLO Complete

3D Contribution Graph

3D Contribution Graph

Achievements


Contribution Snake

GitHub Contribution Snake

Connect

"Building AI systems that bridge the gap between research and real-world healthcare impact."


Research  Engineering  Partnerships  OpenSource



Pinned Loading

  1. CryoET-Protein-Complex-Annotation-Classification CryoET-Protein-Complex-Annotation-Classification Public

    This project processes electron tomography (ET) data to detect and segment biological particles like proteins and viruses. It uses Copick for particle detection and applies segmentation algorithms,…

    Jupyter Notebook

  2. DermaStratif-Multiclass-Lesion-Stratification-and-diagnosis DermaStratif-Multiclass-Lesion-Stratification-and-diagnosis Public

    DermaStratif classifies skin lesion images into 8 disease categories using EfficientNet-B0 with advanced fine-tuning techniques like Base Training, Adapter Fine-Tuning, and LoRA Fine-Tuning. The pr…

    Jupyter Notebook

  3. Adversarial-ResNet-Resilience-Gradient-Perturbation-Fidelity-Analysis- Adversarial-ResNet-Resilience-Gradient-Perturbation-Fidelity-Analysis- Public

    This project explores generating adversarial examples and fine-tuning the ResNet18 model on the MNIST dataset using techniques like FGSM and PGD. The model achieved 97.91% accuracy on clean data bu…

    Jupyter Notebook

  4. Universal-Prompt-Injection-for-LLMs-Adversarial-Evasion-Response-Manipulation- Universal-Prompt-Injection-for-LLMs-Adversarial-Evasion-Response-Manipulation- Public

    This project demonstrates how prompt injection can manipulate language models (LLMs) like GPT to generate targeted responses, with a 100% success rate in influencing the model's output.

    Jupyter Notebook

  5. Voice-to-Text-Summarizer-via-Transfer-learning-and-Semantic-Representation Voice-to-Text-Summarizer-via-Transfer-learning-and-Semantic-Representation Public

    This project builds a Voice-to-Text Summarizer using Hubert and Wave2Vec for speech recognition, and BART and BERT for summarization. Hubert outperformed Wave2Vec with 90.26% accuracy. BART and BER…

    Jupyter Notebook

  6. Multi-Modal-multi-class-Osteoperosis-Osteopenia-Diagnosis-with-Hybrid-Fusion Multi-Modal-multi-class-Osteoperosis-Osteopenia-Diagnosis-with-Hybrid-Fusion Public

    Advanced AI system combining medical imaging and clinical data for accurate osteoporosis and osteopenia classification using state-of-the-art multi-modal fusion techniques.

    Jupyter Notebook