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SoulByte07/README.md
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Bridging the gap between high-performance async APIs and automated, self-healing cloud infrastructure.

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πŸ§‘β€πŸ’» About Me

I am a DevOps & Backend Engineer specializing in resilient, highly available infrastructure and robust backend systems. I design Multi-AZ AWS architectures, build async API services with FastAPI, and automate CI/CD pipelines. My goal is to build fault-tolerant, scalable systems using Infrastructure as Code (Terraform) and containerized workflows.


πŸ› οΈ Key Skills Matrix

Category Technologies
Cloud & Infra AWS Terraform LocalStack SOPS
CI/CD & Containers GitHub Actions Jenkins Docker Podman Buildah
Backend & Scripting Python FastAPI Bash Linux SQLAlchemy
Databases & Analytics PostgreSQL MySQL Pandas Power BI

πŸš€ Featured Projects

Tech Stack: AWS, Terraform, SOPS

  • Eliminated 4 critical business risks (downtime, latency, data exposure, traffic surges) by migrating a legacy monolithic application to a 3-tier AWS architecture with Multi-AZ redundancy across 2 Availability Zones and global edge caching.
  • Achieved defense-in-depth network security by isolating application and database layers in private subnets behind AWS WAF.
  • Improved page load times for international users by serving static assets through CloudFront global edge caching.

Tech Stack: LocalStack, Terraform, Python, GitHub Actions

  • Reduced cloud testing overhead by building a local-first cost detection workflow with LocalStack and Terraform, eliminating the need for real AWS infrastructure during development.
  • Reduced risk of orphaned cloud resources by building a Python janitor CLI that detects 3 categories of idle assets (unattached EBS, stopped EC2, unassociated EIPs) with dry-run safety and Protected-tag skip.
  • Standardized infrastructure validation across 7 pipeline stages by implementing a GitHub Actions CI/CD workflow automating Terraform checks and janitor reporting.

Tech Stack: FastAPI, Python, PostgreSQL, SQLAlchemy 2.0, Alembic, Docker Compose, pytest

  • Guaranteed exactly-once transaction processing across 4 database tables by building an async FastAPI backend with idempotency keys and per-user concurrency locks.
  • Enabled multi-factor scoring across 3 transaction types (earn, spend, bonus) by implementing materialized rank computation with atomic SQLAlchemy snapshot updates.
  • Streamlined deployment and schema consistency by containerizing with Docker Compose and automating PostgreSQL migrations via Alembic, validated by 8 tests.

Tech Stack: Python (Pandas), Jupyter Notebook, PowerBI

  • Extracted actionable insights from 2 IPL datasets (matches, deliveries) by performing exploratory analysis with Python Pandas across 6 visualization dimensions including team performance and venue trends.
  • Enabled data-driven storytelling by building interactive PowerBI dashboards covering season distributions, top performers, and match outcome patterns.

⚑ Dynamic Metrics & Activity

GitHub Streak


🎯 Current Focus & Learning

  • ☸️ Cloud Native: Deep diving into Kubernetes architecture and scheduling.
  • 🐹 System Scripting: Learning Go (Golang) for infrastructure tooling.
  • ☁️ AWS Certification: Preparing for AWS Certified Solutions Architect Associate.
  • πŸ—οΈ System Design: Studying scalable backend architecture patterns.

πŸŽ“ Education & Interests

  • πŸŽ“ B.Tech in Computer Science and Engineering (2023 - 2027) at SRKR Engineering College
  • πŸ“ˆ CGPA: 8.7/10
  • πŸ’‘ Interests: Local-first cloud testing (LocalStack), containerization, system hardening, and terminal-centric workflows.

🀝 Get In Touch

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  1. AWS-Scalable-Web-Architecture AWS-Scalable-Web-Architecture Public

    A capstone project demonstrating the design of a secure, scalable, and highly available 3-tier AWS architecture to migrate a legacy monolithic application, addressing critical downtime and traffic …

    HCL

  2. Multi-Cloud-Cost-Hygiene-Automation Multi-Cloud-Cost-Hygiene-Automation Public

    This project provides a local-first workflow to detect and clean up cost-wasting resources using LocalStack for AWS emulation, Terraform for baseline infra, and a Python janitor CLI for discovery a…

    Python 1

  3. RankGuard RankGuard Public

    A secure, concurrent transaction processor and abuse-resistant leaderboard built with FastAPI, featuring thread-safe tracking and multi-factor fair ranking.

    Python

  4. OmniSync OmniSync Public

    A lightweight, concurrent distributed log aggregator and system metrics monitoring tool built natively in Go.

    Go

  5. Mini-Terraform Mini-Terraform Public

    A Java-based CLI tool that simulates Terraform's core workflow β€” define infrastructure as code, plan changes, apply them, and track state. Features virtual EC2, VPC, and S3 resources with a plan/ap…

    Java

  6. IPL_Analysis IPL_Analysis Public

    this is a repository that i have created to learn python libraries and Data Analysis with PowerBI

    Jupyter Notebook