Backend systems · distributed architecture

Hi, I'm Divyansh Rai.

I engineer backend systems that scale.

Backend Engineer with 3.5+ years of experience building high-traffic platforms, microservices, APIs, and AI-powered operational tools.

Node.jsNestJSPostgreSQLRedisKafkaAWS

About Me

Divyansh Rai
Backend Engineer

I build reliable systems that scale.

With 3.5+ years of experience, I design scalable, high-traffic systems with Node.js and NestJS, with a focus on performance, maintainability, and dependable delivery.

My recent work spans microservices, event-driven architecture, AI-powered operational tools, legacy-system modernization, and high-performance APIs.

Node.js & NestJS Microservices AI & MCP

3.5+

Years of experience

200+

Merchants served daily

70%

Latency improvement

60%

Faster onboarding

Skills

Backend development

Backend Engineering

Node.js · NestJS · GraphQL · REST APIs · Jest

Databases and caching

Data & Caching

PostgreSQL · MongoDB · MySQL · TimescaleDB · ClickHouse · Redis

Programming languages

Languages

JavaScript · TypeScript · Python · C/C++

Cloud and DevOps

Cloud & DevOps

AWS · Docker · Nginx · GitHub Actions · CI/CD · Git

Distributed architecture

Architecture

Microservices · Kafka · Event-driven systems · Scalability · System design

AI integrations

AI & Integrations

MCP · Claude integrations · Agent assist · Workflow automation

Have a backend challenge in mind? Let's talk.

Experience

July 2025 - May 2026

Software Engineer

Nuvento Inc. (Gokwik)
  • Helped scale a multi-channel engagement platform spanning WhatsApp, Instagram, email, Facebook, and RCS for 200+ merchants daily.
  • Built a custom MCP server connecting Claude AI with KwikEngage APIs, reducing manual operations effort by 40%.
  • Led the migration of legacy billing systems from Laravel/PHP to NestJS, improving modularity, maintainability, and performance.
  • Delivered AI-powered agent assist, workflow automation, conversational delay nodes, and agent out-of-office handling.
  • Improved merchant onboarding efficiency by 60% through query optimization, database indexing, and process synchronization.
August 2022 - September 2024

Software Engineer

GlueLabs
  • Engineered Shopify event-processing pipelines, event stitching, and optimized SQL queries for actionable product insights.
  • Designed File Service, a centralized microservice for secure media storage, retrieval, and access across products.
  • Used Redis caching to reduce latency and improve feed and profile response times by 70%.
  • Implemented merchant onboarding, KYC, and direct payment flows between consumers and merchants.
  • Improved reliability with asynchronous message-queue processing and enhanced GraphQL data-fetching efficiency by 50%.
January 2022 - July 2022

Software Engineer Intern

GlueLabs
  • Built adaptive multi-resolution image optimization pipelines, improving media fetch performance by 30%.
  • Developed REST APIs for drafts, post grouping, user tagging, and Meilisearch-powered content retrieval.
  • Implemented account deletion, blocking, and Kafka-based real-time analytics for the admin portal.

Education

2018 - 2022

Bachelor of Engineering in Computer Science

Thapar Institute of Engineering & Technology

Patiala, Punjab · Graduated in 2022

Projects

Selected systems I architected and developed—from AI-assisted operations to media infrastructure and data-driven APIs.

03 case studies
01 / AI OPSINTERNAL · VPN
AI & MCP

KwikEngage AI Ops

Automated merchant operations by connecting Claude to internal backend capabilities through a custom MCP server.

70%less manual effort across 200+ merchants
CASE STUDY / 01INTERNAL · COMPANY VPN

KwikEngage AI Ops

A custom MCP server that enables Claude to safely work with KwikEngage’s internal backend APIs and automate repetitive operations workflows.

70%reduction in manual effort
200+merchants supported

Challenge

Operations work required repeated manual actions across merchant accounts, slowing the team down as usage grew.

My contribution

I owned the system architecture and development of the MCP integration.

Architecture

Claude communicates with a purpose-built MCP server, which invokes the company’s existing REST APIs within the private network.

Technology

Claude · Model Context Protocol · REST APIs

02 / INFRAINTERNAL
Backend Infrastructure

File Management Service

Centralized image, video, and PDF handling with S3 uploads and Redis-cached signed URLs.

50%faster file access and delivery
CASE STUDY / 02INTERNAL TOOL

File Management Service

A centralized backend service for storing and retrieving product media, including images, videos, and PDF documents.

50%speed improvement
3media formats supported

Challenge

Products needed one consistent service for handling multiple media types without duplicating upload and retrieval logic.

My contribution

I designed the architecture and developed the service.

Architecture

Files are uploaded to Amazon S3, while generated signed URLs are cached in Redis to accelerate repeated access.

Technology

Node.js · Amazon S3 · Redis · Signed URLs

03 / NASA2ND PLACE
Data & APIs

Globe Trotter

A NASA Space Apps solution that transforms complex datasets into an accessible visual web experience.

#2competition position
CASE STUDY / 032ND PLACE

Globe Trotter

A NASA Space Apps data-visualization project that extracts and presents complex datasets through a more approachable web interface.

#2competition position
NASASpace Apps project

Challenge

Make complex NASA-related datasets easier for people to explore and understand.

My contribution

I developed the backend APIs that supplied the application with its data.

Solution

The application extracts and decodes the source data, then exposes it to a visual web experience.

Technology

Backend APIs · NASA datasets · Data visualization

Major Achievements

Competitive builds where engineering decisions, teamwork, and delivery were tested under real deadlines.

2019 season
Team at Esya HackIIITD, IIIT Delhi
01 / HACKATHON IIIT Delhi

Esya: HackIIITD

ResultRunner-up
Team at NASA Space Apps Challenge, Chandigarh University
02 / DATA & APIs Chandigarh University

NASA Space Apps Challenge

Result2nd Place
ELC robotic arm competition project at TIET Patiala
03 / ROBOTICS TIET, Patiala

ELC Robotic Arm

ResultWinner

Get In Touch

Available for backend opportunities
LET'S BUILD / 08

Have a system that needs to scale?

I’m open to conversations about backend platforms, scalable APIs, distributed systems, and practical AI integrations.

Based in Pathankot, Punjab
FocusReliable backend systems