// production work

Projects.

Cloud-Native E-Commerce Platform

Personal Project · AWS eu-central-1 · 2024

LIVEGitLab →

Production-grade microservices platform built on AWS to develop deep hands-on expertise in cloud-native architecture, DevOps practices, Terraform IaC, and AI-powered operational workflows. Every architectural decision was treated as a real engineering decision.

arch:CloudFront → S3 (frontend) + ALB → EKS (5 services) → RDS + Redis + SQS

PythonFastAPIPostgreSQLRedisAWS EKSTerraformDockerSQSS3CloudFrontNext.jsPrometheusGrafanaLokiHelm

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5 Microservices

auth, products, cart, payment, orders — each independently deployed on EKS

Terraform IaC

16 .tf files managing 42 AWS resources — VPC, EKS, RDS, ElastiCache, SQS, IAM

Redis Cart

ElastiCache Redis with Hash structure per user, 7-day TTL, sub-millisecond reads

SQS Async

Order processing via SQS — email, inventory, invoice, warehouse. DLQ for failures

IRSA Security

No hardcoded AWS keys. OIDC + ServiceAccount + IAM trust policy for pod-level access

Observability

Prometheus + Grafana + Loki via Helm. Real-time metrics, dashboards, centralized logs

MCP-Based CI/CD Intelligence Platform

Mercedes-Benz R&D India · 2024 · Internal

INTERNAL

MCP (Model Context Protocol) server exposing CI/CD log analysis tools to GitHub Copilot. Enables developers to diagnose pipeline failures without leaving their IDE. RAG pipeline searches 100k+ line logs in real time.

arch:GitHub Copilot → MCP Server → RAG (FAISS) → CI/CD Logs + PostgreSQL

PythonMCPRAGFAISSsentence-transformersFastAPIGitLab CI/CDPostgreSQL

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