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madhur-banger/README.md

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Hey there! I'm Madhur, a Software Engineer specializing in cloud-native applications and scalable backend systems. I've built AI-powered cooking prediction systems, contributed to LLM benchmarking for Grok-4, and architected event-driven platforms serving hundreds of users. AWS Solutions Architect certified and an AWS Community Builder for Serverless β€” I'm passionate about building production-grade infrastructure with Terraform, Docker, and modern DevOps practices. Coding

Profile Views AWS SAA AWS Community Builder


🎯 Journey & Experience
β”œβ”€β”€ πŸ’Ό Experience
β”‚   β”œβ”€β”€ Digital Product School (Munich) β€” Software Engineer
β”‚   β”‚   └── AI-powered cooking prediction for commercial ovens
β”‚   β”‚   └── Real-time vision pipeline with YOLO + Gemini API
β”‚   β”‚   └── FastAPI + PostgreSQL backend on AWS ECS
β”‚   β”‚
β”‚   β”œβ”€β”€ Mercor β€” Software Engineer
β”‚   β”‚   └── Contributed to Grok-4 achieving 75% SWE-Bench accuracy
β”‚   β”‚   └── Built evaluation datasets across 15 Python repositories
β”‚   β”‚   └── Created reproducible Docker environments for LLM testing
β”‚   β”‚
β”‚   └── Kloudwise β€” Software Engineer Intern
β”‚       └── Resume-matching platform serving 500+ candidates
β”‚       └── Event-driven notifications processing 1000+ events/month
β”‚       └── Terraform IaC reducing deployment from 2 days β†’ 15 minutes
β”‚
β”œβ”€β”€ πŸš€ Featured Projects
β”‚   β”œβ”€β”€ AstriX β€” Task Management with 78 AWS resources via Terraform
β”‚   β”œβ”€β”€ SLA Breach Monitor β€” Real-time Flink + Kafka pipeline
β”‚   └── Event-driven architectures with Lambda, SQS, SNS
β”‚
β”œβ”€β”€ πŸŽ“ Education
β”‚   └── BTech in Computer Science @ Bennett University (2022-2026)
β”‚
└── πŸ† Certifications
    β”œβ”€β”€ AWS Solutions Architect – Associate
    └── AWS Community Builder (Serverless)

πŸ› οΈ Technologies & Tools


AWS Lambda ECS SQS/SNS Terraform Docker GitHub Actions Python JavaScript Bash FastAPI Node.js React Express MongoDB PostgreSQL Kafka Flink Linux


πŸš€ Featured Projects


AstriX - Task Management Platform

Full-stack task management with 28 REST APIs, dual-token auth, RBAC with 3 roles. Deployed 78 AWS resources via 10 Terraform modules (VPC, ECS Fargate, ALB, CloudFront). CI/CD with GitHub Actions achieving 40% latency reduction.

SLA Breach Monitor

Real-time stream processing with Flink SQL and Kafka, computing p95 latency across endpoints. Chaos engineering service streaming 1000+ events/min. Gemini AI integration for automated root cause analysis, reducing MTTA by 70%.


🀝 Connect with me


LinkedIn Gmail GitHub


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