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rajks24/README.md

Hi, I'm Raj 👋

Senior Cloud Architect | Cloud Platforms · Kubernetes · DevSecOps · MLOps & Production AI

I build and explore cloud-native platforms, developer tooling and AI/ML systems with a focus on automation, reproducibility, security and moving workloads reliably into production.

Website YouTube LinkedIn Kaggle

🚀 What I Work On

  • Cloud architecture & platform engineering
  • Kubernetes, containers & infrastructure automation
  • DevSecOps, CI/CD & GitOps
  • MLOps, model lifecycle & production AI
  • Python tooling, APIs & AI/ML experimentation

📌 Featured Projects

AI/ML Project Scaffolder

Generate reproducible AI/ML projects with profile-based dependencies, uv / Conda, MLflow, DVC, CI and quality tooling.

kgnite

A practical Kaggle CLI and local workstation for discovery, competition setup, submissions and experiment workflows.

Credit Card Fraud Detection ML

End-to-end fraud detection using feature engineering, supervised ML, anomaly detection and imbalance-aware evaluation.

Subword Transformer Language Model

A PyTorch Transformer language model with SentencePiece tokenization, sampling strategies and attention visualization.

Cognito Auth API

Serverless authentication API using AWS Lambda, API Gateway and Cognito.

🛠️ Core Stack

Cloud & Platform
Azure · AWS · GCP · Kubernetes · OpenShift · Docker · Terraform

AI / ML
Python · PyTorch · scikit-learn · Hugging Face · MLflow · Jupyter

Delivery & Automation
GitHub Actions · Azure DevOps · GitLab CI · GitOps · Argo CD · Flux

Data & Integration
Snowflake · Databricks · Kafka · Event Hubs · REST APIs

✍️ RajeshScribe

Practical content on Cloud Architecture, Kubernetes, MLOps, AI Infrastructure and Production AI Engineering.

🌐 rajeshscribe.com · 🌐 dev.to/rajinh24 · ▶️ YouTube

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  1. python-webapp-with-cognito-auth python-webapp-with-cognito-auth Public

    This project demonstrates a simple Python web application using Flask and AWS Cognito for authentication. The application supports both Hosted UI and custom login page for user authentication.

    Python

  2. google-forms-quiz-builder google-forms-quiz-builder Public

    Automate Google Form quiz creation from a Google Sheet of questions, with auto-publish, scoring, and ready-to-share student quiz links.

    JavaScript 1 2

  3. SlimPDF SlimPDF Public

    Instantly slim down PDFs in your browser, powered by Ghostscript

    HTML 3 1

  4. aiml-project-scaffolder aiml-project-scaffolder Public

    Interactive generator for reproducible AI/ML experiment projects

    Python 1

  5. kgnite kgnite Public

    kgnite: unified Kaggle CLI for search, downloads, competitions, notebooks, models, and uploads

    Python

  6. credit-card-fraud-detection-ml credit-card-fraud-detection-ml Public

    Credit card fraud detection project using supervised and unsupervised ML on the Kaggle ULB dataset.

    Jupyter Notebook