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maha-sachin/README.md

πŸ‘‹ Hi, I'm Mahalakshmi (Maha)

Typing SVG


🌍 About Me

πŸ’‘ Cloud Engineer with experience building scalable, secure, and cost-optimized cloud solutions
☁️ Specialized in AWS, Terraform, Kubernetes, CI/CD, and Observability
πŸ“Š Focused on FinOps, cloud governance, and automation
πŸ€– Exploring AI-powered infrastructure and agentic workflows
πŸ” Transitioned from Frontend Developer β†’ Cloud & DevOps Engineer


πŸ› οΈ Tech Stack

☁️ Cloud & Infrastructure

βš™οΈ DevOps & CI/CD

πŸ“Š Observability & Monitoring

πŸ’» Development


πŸš€ What I’m Working On

  • πŸ“Š Building FinOps dashboards for cloud cost visibility
  • ⚑ Automating infrastructure using Terraform + CI/CD
  • πŸ” Improving cloud governance and compliance automation
  • πŸ€– Learning AI, LangChain, and agentic automation

πŸš€ Featured Project

πŸ€– Agentic FinOps Planner | Women in AI Hackathon 2025

πŸš€ AI-powered FinOps system to autonomously analyze and optimize AWS cloud costs


πŸ’‘ Overview

Designed and developed a multi-agent AI system to intelligently discover, plan, and monitor AWS cost optimization opportunities.

  • πŸ€– Multi-agent architecture: Discoverer β€’ Planner β€’ Monitor β€’ Assistant
  • 🧠 LLM-powered reasoning for right-sizing and cost optimization strategies
  • πŸ”„ Human-in-the-loop workflows for safe automation and decision validation

βš™οΈ Architecture

  • ⚑ Base44 AI + n8n for orchestration and agent workflows
  • ☁️ AWS Lambda + EventBridge for serverless processing
  • πŸ” Cognito for authentication and secure access
  • πŸ“Š React dashboard for cost insights and visualization

πŸ“Š Key Features

  • πŸ“‰ Automated cost optimization recommendations
  • πŸ“ˆ Budget forecasting and usage trend analysis
  • πŸ” Intelligent resource discovery across AWS environments
  • 🧠 AI-driven decision-making with guardrails

πŸ› οΈ Tech Stack


🌟 Impact

  • πŸš€ Demonstrated AI-driven FinOps automation
  • πŸ’° Enabled smarter cloud cost decisions with minimal manual effort
  • ⚑ Showcased real-world use of agentic AI in cloud engineering

πŸ† Certifications


πŸ“ˆ GitHub Stats


πŸ”₯ Contribution Streak


πŸ”— Connect With Me


πŸ’‘ DevOps Philosophy

Automate Everything β†’ Secure by Default β†’ Observe Deeply β†’ Optimize Continuously

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