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ayushgharat234/README.md

👋 Hi there! I'm Ayush Gharat                                 Profile Views

🚀 Machine Learning Engineer | Data Science Enthusiast | Google Cloud Certified

🎓 B.Tech in ML & AI | Atlas SkillTech University

📚 Author | Open-Source Contributor | Kaggle Enthusiast

🌍 Passionate about solving real-world problems through AI, Cloud Computing, and Data Science

🚀 Tech Stack & Tools

Python Go TensorFlow PyTorch SQL Google Cloud MongoDB GitHub

📊 GitHub Stats

Ayush's GitHub Stats

GitHub Streak

Top Langs

🔥 Featured Projects

  • 🐍 Python Repository
    A collection of Python scripts, algorithms, and useful functions covering various domains like automation, data science, and problem-solving.

  • 🏠 House Price Prediction
    Built a regression-based machine learning model to predict house prices using advanced feature engineering and ensemble techniques.

  • 🧪 Binding Affinity Prediction
    Developed a QSAR-based model to predict drug binding affinity using molecular fingerprints and machine learning techniques.

  • 🧠 Entity and Sentiment Analysis
    Demonstrates leveraging Google Cloud's Natural Language API for extracting entities and analyzing sentiment in text data. Provides actionable insights for applications like customer feedback and social media analysis.

  • 🚗 KaggleX Skill Assessment Challenge
    Predicts car prices based on features like brand, model, year, mileage, fuel type, and more using machine learning regression models. Implements feature engineering, hyperparameter tuning, and model evaluation.

  • 🌐 Learn GO Today
    A comprehensive repository to learn Go programming, covering fundamentals to advanced concepts with examples and practice questions.

  • 🛠️ A-to-Z Linux
    A comprehensive guide to mastering Linux, covering fundamentals, shell scripting, system administration, networking, security, and DevOps tools. Designed for learners at every level with hands-on tutorials and practical examples.

🎓 Certifications

  • 📜 Mathematics for Machine Learning (Imperial College, Coursera)
  • ☁️ Google Cloud Computing Foundations (Skill Boost)
  • 📊 Google Cloud Data Analytics (Skill Boost)
  • 🏅 Data Science & ML Internship Program (Edureka)

🌐 Connect With Me

📢 LinkedIn: ayush-gharat

📝 Medium Blog: @ayushgharat234

📊 Kaggle: ayushgharat17

💡 LeetCode: Ayush-ML-Engineer

📧 Email: ayushgharat234@gmail.com

🎓 Credly Certifications: Ayush Gharat on Credly

📰 Substack Newsletter: The Binary Brain

☁️ Google Cloud Skills Boost Profile: Ayush Gharat

🔗 Linktree: kee_pingupwithml

💡 “Machine learning isn’t magic—it’s mathematics with scale.” 🚀

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  1. ci-cd-github-actions ci-cd-github-actions Public

    Production-ready CI/CD pipeline for a Go web app using GitHub Actions, Docker, and Google Cloud (Cloud Build + Artifact Registry)

    Go

  2. ci-cd-mlops ci-cd-mlops Public

    End-to-End MLOps pipeline on Google Cloud with Vertex AI, Cloud Build, Cloud Deploy, Docker, and Artifact Registry for automated model training and deployment.

    Python

  3. gcp-data-lake-nyc-taxi gcp-data-lake-nyc-taxi Public

    Serverless ETL pipeline on GCP using Cloud Run, Pub/Sub, BigQuery & Looker for real-time NYC Taxi ML insights.

    Python

  4. gcp-multitier-app gcp-multitier-app Public

    Terraform-based Multi-tier Web Application on Google Cloud with CI/CD, Load Balancing, Cloud Armor, and Monitoring

    HCL

  5. gke-microservices gke-microservices Public

    Cloud-native microservices architecture on Google Kubernetes Engine (GKE) with Go, Terraform, Helm, and Docker. Demonstrates end-to-end IaC, container orchestration, and GitOps-style deployments fo…

    Go

  6. iac-with-terraform iac-with-terraform Public

    🌐 Infrastructure as Code (IaC) with Terraform | Automated CI/CD with GitHub Actions & Google Cloud Build for GCP Multi-Environment Deployments