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Arkrly/README.md

Hi, I'm Aryan Kumar πŸ‘‹

Backend Engineer & Exploring Context Engineering
I build scalable, production-grade backend systems and love working at the intersection of clean architecture and data-driven intelligence. From microservices to ML pipelines β€” I focus on systems that are robust, observable, and built to last.


What I Do

Backend Development

  • Design and build microservices with Java 21 & Spring Boot 3
  • Architect event-driven systems using Apache Kafka
  • Secure APIs with Spring Security, OAuth2, and Keycloak
  • Work with polyglot persistence β€” MySQL, PostgreSQL, MongoDB

Data Science & ML

  • Build and train deep learning models (CNNs, classification)
  • End-to-end ML pipelines: data prep β†’ training β†’ deployment
  • Deploy models via Flask and Streamlit interfaces
  • Focus on interpretable, production-ready predictions

DevOps & Infrastructure

  • Containerize and orchestrate with Docker
  • Set up observability with ELK Stack (Elasticsearch, Logstash, Kibana)
  • CI/CD pipelines and cloud deployments on AWS & Oracle OCI
  • 5+ years of daily Linux use across personal and dev environments

Tech Stack

Languages: Java β€’ Python β€’ JavaScript β€’ SQL
Backend: Spring Boot β€’ REST APIs β€’ Microservices β€’ Apache Kafka
Databases: MySQL β€’ PostgreSQL β€’ MongoDB
ML/DS: Scikit-learn β€’ TensorFlow β€’ Pandas β€’ NumPy β€’ Streamlit β€’ Flask
DevOps: Docker β€’ Git/GitHub β€’ CI/CD β€’ ELK Stack β€’ AWS β€’ Oracle OCI
Security: Spring Security β€’ OAuth2 β€’ Keycloak β€’ JWT


Featured Projects

MSB E-Commerce β€” Production-grade microservices platform
Full event-driven architecture with async communication, containerized deployment, and end-to-end observability
Java 21 Spring Boot 3.4 Kafka Docker Keycloak ELK Stack MongoDB MySQL PostgreSQL

NeuroMind β€” CNN-based Alzheimer's detection
Deep learning classifier achieving 87% accuracy on MRI data, deployed with a Streamlit interface
Python TensorFlow CNN Streamlit

LoanGuard β€” Loan default risk prediction
Binary classification model with 92% AUC, served via a clean Flask web interface
Python Scikit-learn Flask Pandas

DB-Sched β€” Database task scheduler
Lightweight utility for managing and automating database operations
Java Spring Boot MySQL


Certifications

  • πŸ… Oracle Cloud Infrastructure Foundations β€” Oracle
  • πŸ… Oracle OCI Developer Professional β€” Oracle
  • πŸ… AWS Solutions Architecture Simulation β€” Forage
  • πŸ… Prompt Engineering for Developers β€” Vanderbilt / Coursera
  • πŸ… IBM DB0101EN: Databases & SQL β€” IBM

Open Source & Community

  • πŸ”§ Open Source Contributor β€” OSCI'25 & GSSoC
  • 🌐 Active member β€” GDG & GDG Cloud Bhubaneswar
  • πŸ“š 70+ self-completed courses on LinkedIn Learning (Java, SQL, DevOps, ML, Web Dev)

Let's Connect

🌐 Portfolio
βœ‰οΈ Email
πŸ’Ό LinkedIn
πŸ’» LeetCode

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