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Automating Everything
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Automating Everything
107 followers · 64 following

Achievements

Achievement: Pair Extraordinairex4Achievement: StarstruckAchievement: Pull Sharkx4Achievement: Public SponsorAchievement: Galaxy BrainAchievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pair Extraordinairex4Achievement: StarstruckAchievement: Pull Sharkx4Achievement: Public SponsorAchievement: Galaxy BrainAchievement: QuickdrawAchievement: YOLO

Highlights

Organizations

@EddieHubCommunity @recodehive @hallofcodes @yfosp @MCA-NITW @ReactSphere

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Sagargupta16/README.md

Sagar Gupta, Cloud Consultant (DevOps/MLOps), AWS Professional Services

Followers, total stars, LeetCode, certifications, years at AWS, portfolio

Cloud consultant at AWS Professional Services. I build the AWS platforms that regulated companies migrate onto: Terraform, CI/CD, MLOps pipelines, and lately the agent tooling that makes that work faster.

LinkedIn Resume Email Portfolio GitHub LeetCode

Experience

Career: 2018, BCA, DAVV, Indore, India; 2021, MCA, NIT Warangal, Warangal, India; 2023, Software Developer Intern, Ikarus-3D, Mohali, India; 2024, ProServe DevOps Intern, AWS, Hyderabad, India; 2024, Cloud Consultant, AWS, Hyderabad, India. Customer engagements at AWS: State Street, DevOps Consultant, AWS (Oct 2024 to Aug 2025); DTCC, DevOps Consultant, AWS (Aug 2025 to Dec 2025); RWS, Lead DevOps Consultant, AWS (Feb 2026 to now)

Highlights: 10/10 average client CSAT; 5/5 average Pulse feedback; 2 published AWS samples; 5x TFC ambassador

Worked with: Amazon Web Services, Cloud Consultant (DevOps/MLOps); RWS, Lead DevOps Consultant; DTCC, DevOps Consultant; State Street, DevOps Consultant; Ikarus-3D, Software Developer Associate (intern)

Certifications and Badges

Credly badges: AWS Certified AI Practitioner, AWS Certified Cloud Practitioner, AWS Certified Machine Learning Engineer - Associate, AWS Certified Developer - Associate, AWS Certified Solutions Architect - Associate, HashiCorp Certified: Terraform Associate (003), Well-Architected Proficient, AWS Generative AI Technical Intermediate (L200), AWS AI Foundational (L100) Accreditation, AWS Partner: Technical Accredited - Training Badge, AWS Knowledge: Serverless - Training Badge, AWS Knowledge: Amazon Q Developer Fundamentals - Training Badge, AWS Knowledge: Cloud Essentials - Training Badge, AWS Partner: Generative AI Technical - Training Badge, AWS Partner: Generative AI Essentials - Training Badge, AWS Knowledge: Architecting (Retired), AWS Educate Getting Started with Storage - Training Badge, AWS Educate Introduction to Cloud 101 - Training Badge, Claude Partner Badge - Claude Code, AWS AI-Driven Development Lifecycle (AI-DLC) Ambassador Foundational (L100), AWS Knowledge: Events and Workflows - Training Badge, AWS Knowledge: Migration Foundations - Training Badge

Get the Credly badges card for your own profile: Sagargupta16/credly-badge-readme-action

Publications, Talks and Recognition

Publications, talks and recognition: SageMaker Image Classification MLOps Pipeline; Terraform AWS Organizations Governance on Control Tower; 3 APG Patterns peer reviewed; APG pattern: Secure PR Previews and Approval-Gated Releases for Amplify Gen 2 with GitHub; GitOps Configuration Safety with Health Checks and Pipeline Gating; Automating Unit Testing for Terraform using Terraform Test and PyTest frameworks; ProServe MLOps SME Program Graduate; 5x TFC Ambassador: AI/ML, NGDE (Graduated), CloudOps (AWS DevOps Agent), Agentic AI, Serverless; Associate Speaker Certification; AWS T&C Subject Matter Expert (SME) Program Contributor; ML Hackathon 2025, 26th/238 teams

Featured Projects

AWS Organizations Governance, published AWS sample SageMaker Image Classification MLOps, published AWS sample

Kalchar: Live portfolio and commission site for a traditional folk artist: Madhubani, Pichwai, Lippan and Gond art, custom orders and an admin panel. GitScope: Chrome extension and web dashboard for deep GitHub profile insights: a 9-stat grid, activity heatmap, profile comparison and a leaderboard. Ledger Sync: Self-hosted personal finance dashboard with an AI chatbot that answers spending, tax and goal questions through 15 read-only tool calls. LeetCode Rating Predictor: Predicts LeetCode contest rating changes with a dense neural network trained on 244K+ contest records, served by FastAPI and React. Blue Green AWS Terraform: Zero-downtime blue-green deployments on AWS in Terraform: ECS on EC2 behind an ALB, shipped by CodePipeline with KMS-encrypted artifacts. Instagram Likes Leaderboard: Browser tool that scans your Instagram posts to show your biggest fans, ghost followers and non-mutuals. No downloads or sign-ups. Personal Portfolio: My portfolio: a dark, data-driven React 19 site with live project screenshots, animated SVG covers and an ambient aurora background. SelfHub: MCP server that works as a personal memory hub: save notes, preferences, snippets and tasks from any MCP-enabled AI assistant.

View all 49 projects

Tech Stack and Tools

Tech stack: aws, terraform, docker, kubernetes, githubactions, git, github, ansible, jenkins, gitlab, bash, linux, python, javascript, typescript, cpp, java, cs, r, html, css, react, nextjs, redux, tailwind, vite, materialui, nodejs, express, fastapi, graphql, mongodb, mysql, postgres, redis, dynamodb, tensorflow, pytorch, opencv, sklearn, unity, vscode, figma, postman

AI-assisted engineering: Claude Code, Kiro, Codex, Amazon Q, Amazon Bedrock, MCP, GitHub Copilot, Cursor, Gemini, ChatGPT

Open Source

Open source: 11 merged upstream, 10 in review, across 10 projects

11 pull requests merged upstream, in axios/axios, feast-dev/feast, PrefectHQ/prefect, awslabs/mcp, apache/airflow, cloudposse/terraform-aws-tfstate-backend, awslabs/agent-plugins, lucide-icons/lucide, aws-ia/terraform-aws-vpc, expressjs/multer

10 pull requests in review upstream, in terraform-aws-modules/terraform-aws-dynamodb-table, hashicorp/terraform-provider-aws, NirmalScaria/le-git-graph, anthropics/skills, aws-ia/terraform-aws-bedrock

Get the open-source cards for your own profile: Sagargupta16/oss-contributions-card-action

Community and Developer Tools

GitHub Stats Card Action: GitHub Action that renders an animated GitHub stats card as an SVG in your own repo. Built with Python 3.13, GitHub Actions, GitHub GraphQL API. LeetCode Card Action: GitHub Action that renders an animated LeetCode card with your contest rating history. Built with Python 3.13, GitHub Actions, LeetCode GraphQL. OSS Contributions Card Action: GitHub Action that finds your upstream pull requests and renders them as SVG cards. Built with Python 3.13, GitHub Actions, GitHub GraphQL API. readme-kit: GitHub Action that turns one profile.yml into a full set of animated profile README cards. Built with Python 3.13, GitHub Actions, YAML. skillcheck: Conformance suite for Agent Skills (SKILL.md): 36 rules across 6 runtimes, on npm. Built with TypeScript, Node.js, npm. Claude Skills: Claude Code plugin marketplace with 16 curated plugins for dev workflow, git and clean code. Built with Claude Code, Plugin Marketplace, Markdown.

See all 16 community tools

Coding Stats

GitHub stats: 8,070 contributions, 5,898 commits, 1,572 pull requests, 297 stars, longest streak 168 days

Get the GitHub stats card for your own profile: Sagargupta16/github-stats-card-action

LeetCode: contest rating 2166, top 1.11%, 107 contests, 1324 problems solved

Get the LeetCode card for your own profile: Sagargupta16/leetcode-card-action

Competitive programming: LEETCODE #63 best contest rank; GEEKSFORGEEKS 400+ problems solved; HACKERRANK 6-Star problem solving; KICK START '22 1289 round E rank; 1st Place - Coding Cauldron Online, Version '23; 1st Place - QFiesta, IGNOSI '22; 2nd Place - Manage the Damage, Version '23; 2nd Place - Trial By Code, IGNOSI '22; 3rd Place - Logic Head, INFOTREK '22; 3rd Place - MOTHRA, Version '21; 4th Place - TriNIT Hackathon '24

Contribution snake

Education

Education: Master of Computer Applications (MCA) National Institute of Technology Warangal, Warangal, India | CGPA 8.38, First Division with Distinction September 2021 to July 2024; Bachelor of Computer Applications (BCA) Devi Ahilya Vishwavidyalaya (DAVV), Indore, India | CGPA 7.34 May 2018 to August 2021

Thanks for visiting. More at sagargupta.online.

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  1. InstagramLikesLeaderboard InstagramLikesLeaderboard Public

    Browser tool that shows who likes your Instagram posts the most. Ranked leaderboards for followers and non-followers.

    TypeScript 12

  2. ledger-sync ledger-sync Public

    Personal finance dashboard -- turn messy Excel bank statements into 23 pages of beautiful analytics. Self-hosted, multi-currency, zero subscriptions.

    TypeScript 8 1

  3. LeetCode_Rating_Predictor LeetCode_Rating_Predictor Public

    Full-stack LeetCode contest rating predictor: dense neural network on 7 engineered features (TensorFlow), FastAPI backend + React frontend with live predictions

    Python 7

  4. claude-cost-optimizer claude-cost-optimizer Public

    Save 30-60% on Claude Code costs -- proven strategies, real benchmarks, copy-paste configs, and interactive tools

    TypeScript 37 4

  5. Blue_Green_AWS_Terraform Blue_Green_AWS_Terraform Public

    Blue-Green deployment pipeline with Terraform -- ECS, ALB, CodeDeploy, and 18 IaC modules for zero-downtime releases

    HCL 4

  6. mcp-toolkit mcp-toolkit Public

    TypeScript middleware toolkit for MCP servers - authentication, caching, rate limiting, CORS, logging (beta)

    TypeScript 4 1