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silvaxxx1/README.md

πŸš€ Welcome to My Digital Corner!

Visitors GitHub Followers

Hi there! I’m Mohammed (aka Silva), a passionate Deep Learning Specialist and System Architect. Armed with a Bachelor's in Control Systems and Robotics, I’m currently pursuing my PhD in Multimodal Deep Learning and Robotics. I thrive on building cutting-edge AI systems that push technological boundaries and create real-world impact.


🌟 About Me

As an AI Developer, I specialize in creating intelligent systems spanning Computer Vision, Natural Language Processing (NLP), and Robotics. My expertise lies in:

  • 🧠 Designing scalable neural architectures
  • ⚑ Framework optimization & performance tuning
  • πŸ” Low-level network mechanics analysis
  • πŸŒ‰ Theory-to-practice implementation bridging
  • πŸ“Š Building robust data pipelines for AI systems

πŸ’» Technical Toolkit

General Programming

Python C C++

Machine Learning

PyTorch TensorFlow
scikit-learn CUDA Triton

Computer Vision

OpenCV YOLO Pillow

DevOps & Infrastructure

Docker Airflow GitHub Linux

Data Manipulation & Visualization

NumPy Pandas
Matplotlib Seaborn Plotly


πŸ”₯ Current Focus

  • Generative Transformer Models πŸŒ€
  • Efficient Deep Learning Architectures πŸš€
  • End-to-End AI Pipelines πŸ’Ό
  • High-Performance Computing (CUDA/Triton) πŸ–₯️
  • Data Engineering for Scalable Systems πŸ“Š
  • Deep Learning Anatomy 🌌

πŸ“ˆ GitHub Activity

GitHub Streak
Top Languages


πŸ“‚ Featured Projects

πŸ’‘ LLM lifecycle implementation from scratch in PyTorch
πŸ”§ Tech: PyTorch Python Transformers

πŸ› οΈ Lightweight educational DL library in NumPy
πŸ”§ Tech: NumPy Python Math

πŸ“œ ML paper implementations in modern frameworks
πŸ”§ Tech: TensorFlow PyTorch Research

πŸš€ TF-based automated inference/training pipeline
πŸ”§ Tech: TensorFlow Docker OpenCV


🌐 Let’s Connect!

Email LinkedIn GitHub


πŸ€– Fun Fact: My first neural network predicted robot arm trajectories!
πŸ“Œ Visitor Count: Visitor Count

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  1. MyLLM101 MyLLM101 Public

    "LLM from Zero to Hero: An End-to-End Large Language Model Journey from Data to Application!"

    Jupyter Notebook 22 2

  2. SilvaNet SilvaNet Public

    Config files for my GitHub profile.

    Python 1

  3. PAPER2CODE PAPER2CODE Public

    paper2code: This repository focuses on building deep learning models from scratch by directly implementing algorithms from research papers. It includes implementations of various architectures , al…

    Python 1

  4. Automated-Pipeline-for-Inference-and-Fine-Tuning-Using-TensorFlow-2-Object-Detection-API Automated-Pipeline-for-Inference-and-Fine-Tuning-Using-TensorFlow-2-Object-Detection-API Public

    Python 1

  5. CV-case-study CV-case-study Public

    A Comprehensive Guide to Computer Vision in Deep Learning for the Best Performance

    Jupyter Notebook 1