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samsamurai301/README.md

Welcome to My GitHub Universe 🌌

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Hey there! πŸ‘‹ I’m thrilled to have you here.


πŸ’‘ About Me

I’m a Machine Learning and Web Engineer passionate about building intelligent, data-driven systems that deliver measurable impact.
My expertise lies at the intersection of AI, Computer Vision, Cloud Infrastructure, and Full-Stack Development β€” transforming raw data into actionable insights and scalable products.

  • 🌟 Core Skills: Python, TypeScript, C++, ML & AI, React, FastAPI, Docker, Cloud
  • πŸ“Š Focus Areas: Computer Vision Β· Scalable Backend Systems Β· Data Analytics
  • πŸš€ Current Goal: Designing cloud-native AI pipelines and production-grade ML systems

βš™οΈ Tech Stack & Tools

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🧠 Machine Learning & AI

I specialize in developing and deploying ML solutions that bridge research and real-world impact:

  • TensorFlow / PyTorch – Building deep learning and computer vision models
  • Scikit-Learn / XGBoost – Classic ML for analytics and predictive modeling
  • OpenCV – Visual intelligence, object detection, and feature extraction
  • Keras – Fast prototyping and fine-tuning neural architectures

πŸ”¬ I particularly enjoy working on projects where AI meets real-world systems, like autonomous inspection, visual analytics, and IoT-driven monitoring.


πŸ“Š Data Engineering & Analytics

I use data as a decision engine β€” transforming messy information into insights.

  • Pandas & Polars – Fast and efficient data wrangling
  • NumPy & Matplotlib – Numerical computations and visualization
  • ETL Pipelines – Automated ingestion and validation workflows
  • ClickHouse / PostgreSQL – Optimized storage for analytics and monitoring systems

🌐 Full-Stack & API Development

I love crafting clean, modular, and high-performance web systems powered by Python and JavaScript.

  • FastAPI – Lightning-fast async backends & AI API endpoints
  • Django / Flask – RESTful systems and internal automation tools
  • React / Next.js – Modern, dynamic, and responsive frontends
  • ShadCN / Tailwind / MUI – Sleek, developer-friendly UI design systems

🧩 My architecture approach emphasizes clarity, scalability, and reusability β€” from microservices to interactive dashboards.


☁️ Cloud, DevOps & Deployment

I build solutions that are production-ready, portable, and scalable.

  • Docker – Containerization and environment reproducibility
  • AWS / GCP – End-to-end cloud pipelines, model hosting, and APIs
  • Kubernetes (in progress) – Exploring orchestration for distributed workloads
  • CI/CD & GitHub Actions – Automated build, test, and deploy workflows

☁️ I focus on deploy-once-run-anywhere design β€” ensuring smooth cloud portability.


🧭 Knowledge Map

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πŸ“ˆ GitHub Insights


πŸ† Achievements & Trophies


🌍 Let’s Connect

LinkedIn Email


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  1. Customer-Segmentation Customer-Segmentation Public

    Jupyter Notebook

  2. PracticeC- PracticeC- Public

    Practiced C++ Console projects

    C++

  3. PythonGUI PythonGUI Public

    Practice of Python GUI Tkinter Liberary

    Python

  4. taskML taskML Public

    Task for U-Net image segmentation and masking

    Jupyter Notebook

  5. TitanicKaggle TitanicKaggle Public

    Jupyter Notebook