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muhammedshihab1001/README.md


Self-taught Machine Learning Engineer passionate about building intelligent systems and scalable AI solutions.

I focus on developing production-ready machine learning pipelines, deep learning models, and backend infrastructure for real-world AI applications.

Core areas of interest:

  • Deep Learning Architectures
  • Natural Language Processing (NLP)
  • Time Series Forecasting
  • Generative AI Systems
  • MLOps and Model Lifecycle Automation
  • AI Backend APIs and Deployment

Programming Languages

Python C Java C++ HTML5 CSS3 JavaScript


Machine Learning & Data Science

TensorFlow PyTorch Keras Scikit-Learn Pandas NumPy SciPy Statsmodels Matplotlib Seaborn Prophet NLTK spaCy


Transformers, LLMs & Generative AI

Transformers HuggingFace LangChain LlamaIndex RAG


Web Development & APIs

Django Flask FastAPI REST API Bootstrap

Databases

MySQL PostgreSQL

Big Data & Data Engineering

Apache Spark PySpark Hadoop Hive HDFS

MLOps & Model Lifecycle

MLflow DVC Kubeflow TFX Prometheus Grafana

Cloud & DevOps

AWS Google Cloud Azure Docker Docker Compose


Version Control, Testing & CI/CD

Git GitHub GitHub Actions Jenkins pytest Pylint

Other Tools

Anaconda Jupyter Notebook



Pinned Loading

  1. MarketSentinel MarketSentinel Public

    Production-grade ML signal intelligence engine for quantitative trading. Powers real-time XGBoost inference across 100 S&P 500 tickers, 4-agent decision governance, algorithmic drift detection with…

    Python

  2. diabetes-prediction-ml diabetes-prediction-ml Public

    End-to-end Machine Learning pipeline for diabetes prediction with SMOTE balancing, feature engineering, hyperparameter tuning, and recall optimization for medical diagnosis.

    Jupyter Notebook

  3. mice-protein-expression mice-protein-expression Public

    Unsupervised learning analysis of mice brain protein expression using PCA, SVD, UMAP and clustering algorithms (K-Means, DBSCAN, Agglomerative) with Silhouette-based model evaluation.

    Jupyter Notebook 1

  4. FM_Radio FM_Radio Public

    A high-fidelity, production-hardened Global Radio Exploration Terminal. Explore 850,000+ live frequencies with an Aurora Glassmorphism UI, real-time signal telemetry, and pro-grade administrative s…

    TypeScript

  5. MarketSentinel-UI MarketSentinel-UI Public

    Real-time AI-powered market intelligence dashboard for quantitative trading. Interface features live XGBoost telemetry, multi-agent LLM reasoning reports, algorithmic drift detection, and portfolio…

    TypeScript

  6. promptcraft promptcraft Public

    Prompt profiles that standardize and optimize AI behavior across models and use cases.