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KunalParkhade/README.md

Hello! I'm Kunal Parkhade

🚀 Cloud & DevOps Engineer | 🧠 Machine Learning Practitioner | 📍 India

🌟 About Me

I'm a Cloud & DevOps Engineer and Machine Learning Practitioner passionate about automating, optimizing, and scaling real-world systems.
Currently, I'm working as an Intern (since March 2025) where I:

  • Implemented Terraform IaC, GitHub Actions CI/CD, Lambda and EventBridge for Cost Tracking to Slack and OIDC authentication for secure automation
  • Built and deployed scalable applications using AWS services (IAM, ECS, Lambda, S3, CloudWatch, RDS, etc.)
  • Containerized applications with Docker and integrated OpenTelemetry & Jaeger for full observability
  • Collaborated across teams to ensure smooth DevOps workflows and continuous improvement

I enjoy bridging AI + Cloud + Automation, experimenting with modern DevOps tools, and sharing learnings through my blogs.

🧠 Tech Stack & Tools

Domain Technologies
☁️ Cloud & DevOps AWS: IAM, EC2, VPC, ECS, ECR, Lambda, S3, RDS, CloudWatch, CloudTrail, CloudFormation, Route 53, SNS, Secrets Manager, Systems Manager (SSM), DynamoDB, Elastic Beanstalk, STS, OIDC integration.
IaC & Automation: Terraform, AWS CLI, Boto3 SDK.
CI/CD & Containers: GitHub Actions, Docker.
Monitoring & Observability: OpenTelemetry, Jaeger, Prometheus, Grafana.
🤖 Machine Learning Python, scikit-learn, TensorFlow, PyTorch, Pandas, NumPy, Matplotlib, Seaborn, Jupyter, BentoML
🧩 Programming & Frameworks Python, C++, SQL, FastAPI, Streamlit
🧰 Other Tools Git, Linux (Ubuntu), VS Code, Postman, Slack

🎯 Goals for 2025

  • 🧩 Build Production-grade Machine Learning Project
  • ☁️ Achieve AWS Certified DevOps Engineer and AWS ML Specialty certifications.
  • ✍️ Publish atleast 10+ technical articles on Medium.
  • 💬 Mentor aspiring engineers in Cloud & AI.

🧩 Stats & Activity

GitHub Stats Top Languages

GitHub Streak Stats

💬 Let’s Connect

💡 “Automate → Monitor → Optimize → Scale”
🌱 Always learning. Always building.

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  1. image-to-pencil-sketch image-to-pencil-sketch Public

    A Streamlit-based web application that converts images into stunning pencil sketches, powered by cutting-edge Firebase integration for user authentication and image storage.

    Python

  2. service-desk-ticket-classification service-desk-ticket-classification Public

    Service Desk Ticket Classifier is an intelligent system that uses a Convolutional Neural Network (CNN) to classify service desk tickets into predefined categories and automatically route them to th…

    Python

  3. product-tagging-cnn product-tagging-cnn Public

    AI-powered system that automatically tags your product images for e-commerce, saving you tons of time and effort

    Jupyter Notebook

  4. detect-cyber-security-threat detect-cyber-security-threat Public

    The model is trained to identify anomalies that could indicate potential cyber attacks

    Jupyter Notebook 1

  5. Kunal-Parkhade-Resume Kunal-Parkhade-Resume Public

    My latest Resume

    HTML