Skip to content
India
--:--:-- IST
Open to new roles
Backend AI · Platform · Distributed systems
SG
AI-focused Backend EngineerIndia · IST · UTC+५:३०

LatinDevanagariBengaliGurmukhiGujaratiTamilTelugu
Backend AI EngineerMulti-Agent ArchitectureLLM Product FeaturesDistributed Systems

AI-focused backend engineer building multi-agent systems, LLM-powered product features, and the event-driven infrastructure that keeps them reliable. Node.js · NestJS · AWS · Kafka.

The system०८ layers
Interface
  • ०१ClientReact · Next.js · WebSocket
  • ०२ChannelsEmail · WhatsApp Business API
Intelligence
  • ०३AgentsOrchestrator · Sub-agents · Tool calling
  • ०४GroundingOpenAI API · RAG · Execution plans
Platform
  • ०५ServicesIdentity · RBAC · Orders · Wallet
  • ०६EventsEventBridge · SQS · Kafka · RabbitMQ
Foundation
  • ०७DataPostgreSQL · MongoDB · Redis
  • ०८RuntimeAWS · Docker · CI/CD
Scale: १००K+ concurrent · १०K events/sec · near-१००% delivery
३+
Years shipping
SaaS · Fintech · AI
१००K+
Concurrent users
API gateway + realtime
५०%
Delivery latency cut
Event-driven pipeline
१०K
Events / second
Kafka pipelines
Node.jsNestJSTypeScriptPythonOpenAI APIMulti-Agent OrchestrationRAGApache KafkaRabbitMQAWS SQSAWS EventBridgePostgreSQLMongoDBRedisAWSDockerTerraformGraphQLWebSocketsSolidity
०१

About

I designed and built the multi-agent architecture at Memorea from scratch — a custom agent harness with an orchestrator, specialised sub-agents and tool calling, replacing a single prompt-response model. Most of the work since has been in the parts that decide whether that holds up under load: grounding model output in real data, delivery that survives a broker going down, and the failure modes nobody sees until ३am.

Focus

Distributed systems

Domains

SaaS · Fintech · Web3

३+
Years of experience
६
Roles held
१००K+
Concurrent users
५०%
Delivery latency cut
Education२०१९ — २०२३

B.Tech in Information Technology

Indian Institute of Information Technology, Sonepat

Sonepat · CGPA ७.९/१०

Coursework

Data Structures & Algorithms, DBMS, Operating Systems, Computer Networks, Object-Oriented Programming

०२०८ domains

Capabilities

Eight areas, each with the outcome it produced — every line traceable to a role below.

०१

AI & LLM Engineering

Custom agent harness — orchestrator, sub-agents and tool calling — reducing hallucinations on multi-step tasks

  • OpenAI API
  • Multi-Agent Orchestration
  • Agent Harness Design
  • Tool Calling
  • Agentic Workflows
  • RAG
  • Prompt Engineering
०२

Languages

Audited production Solidity to ERC-20 / ERC-721 / ERC-1155 standards; Python and TypeScript across services

  • Python
  • TypeScript
  • JavaScript
  • SQL
  • Solidity
०३

Backend & APIs

Microservices for enterprise SSO and multi-tenant access; API Gateway rearchitected for १००k+ concurrent users

  • Node.js
  • NestJS
  • Express.js
  • REST APIs
  • GraphQL
  • Microservices
  • API Gateway
  • WebSockets
  • React.js
  • Next.js
०४

Messaging & Events

१०k+ events/sec at peak with sub-१००ms updates; event-driven pipeline cut delivery latency ५०%

  • Apache Kafka
  • RabbitMQ
  • BullMQ
  • AWS EventBridge
  • AWS SQS
०५

Databases & Caching

Query latency down ४०%; write throughput +२५% and read latency −३०% via denormalization and compound indexing

  • PostgreSQL
  • MongoDB
  • Redis
०६

Auth & Security

Fine-grained RBAC across distributed services; multi-tenant access control for a SaaS platform

  • JWT
  • OAuth2
  • RBAC
  • SSO
  • Multi-Tenant Access Control
०७

Cloud & DevOps

CI/CD with automated smart contract testing via GitHub Actions — deployment time down ५०%

  • AWS
  • EC2
  • S3
  • Lambda
  • Docker
  • GitHub Actions
  • Jenkins
  • Linux
  • Git
०८

Integrations

Email as a first-class channel with AI auto-drafting and auto-labelling; WhatsApp Business API for conversational flows

  • WhatsApp Business API
  • Email APIs
  • Gmail / SMTP
Full inventory२० tools
Node.jsNestJSTypeScriptPythonOpenAI APIMulti-Agent OrchestrationRAGApache KafkaRabbitMQAWS SQSAWS EventBridgePostgreSQLMongoDBRedisAWSDockerTerraformGraphQLWebSocketsSolidity
०३०६ storeys

Experience

Six roles, most recent first. Each leads with the number it moved.

Storey ०१Delhi
६ mo

Memorea

Backend AI Engineer

April २०२६ — Present

Current
५०%
delivery latency cut
  1. ०१

    Rearchitected the message delivery infrastructure for Memorea, a memory-focused AI assistant, replacing a cron-based system with an event-driven pipeline using AWS EventBridge and SQS, cutting delivery latency by ५०% and achieving near-१००% delivery reliability at scale.

  2. ०२

    Designed and built a multi-agent architecture from scratch to replace a single prompt-response model, implementing a custom agent harness with an orchestrator, specialised sub-agents, and tool-calling, enabling reliable multi-step task execution and reducing hallucinations.

  3. ०३

    Built email as a first-class channel for Memorea, including AI-powered auto-drafting and auto-labelling of incoming emails, and integrated WhatsApp Business API as a primary conversational channel for user interactions.

  4. ०४

    Built collaborative boards and lists within Memorea fully operable through natural language, allowing users to create, update, and manage tasks conversationally via the agent system.

  5. ०५

    Contributed broadly to product direction and backend architecture, working closely with the founding team on system design decisions as the product scaled.

Storey ०२Gurugram
५ mo

Simpplr

Software Engineer — Backend

August २०२५ — December २०२५

४०%
query latency reduced
  1. ०१

    Built and maintained backend microservices for identity and authorization modules using Node.js and NestJS, supporting enterprise SSO and multi-tenant access flows for a SaaS platform.

  2. ०२

    Designed and enforced fine-grained RBAC policies across distributed services, hardening platform security and reducing unauthorized access incidents.

  3. ०३

    Developed ETL pipelines to migrate large-scale enterprise data from Salesforce to AWS, handling schema transformation, data validation, and error recovery across millions of records.

  4. ०४

    Resolved critical PostgreSQL performance bottlenecks through targeted indexing and query optimization, reducing average query latency by ४०%.

Storey ०३Hyderabad
१४ mo

NE Group

Software Development Engineer — Backend

June २०२४ — July २०२५

३५%
latency reduced
  1. ०१

    Rearchitected the API Gateway for a high-traffic gaming platform, improving scalability and reducing latency by ३५%, enabling support for १००k+ concurrent users.

  2. ०२

    Designed real-time event pipelines using Kafka and Redis, achieving sub-१००ms game state updates and processing १०k+ events per second at peak load.

  3. ०३

    Built a WebSocket-based communication layer for live multiplayer interactions and real-time score updates, reducing client polling overhead by ६०%.

  4. ०४

    Developed ERC-20 and ERC-1155 smart contracts for in-game asset management and on-chain betting logic using Solidity.

  5. ०५

    Optimized PostgreSQL and MongoDB schemas through denormalization and compound indexing, improving write throughput by २५% and read latency by ३०%.

Storey ०४Mumbai
१५ mo

Credain

Software Development Engineer — Backend

February २०२३ — April २०२४

०
data loss on high-value flows
  1. ०१

    Architected the full backend from scratch for a Web3 banking platform, defining service boundaries, API contracts, and data models for a secure multi-chain financial product.

  2. ०२

    Built wallet management, transaction processing, and multi-chain asset handling modules, enabling users to interact with multiple blockchains through a unified REST API.

  3. ०३

    Implemented async transaction workflows using RabbitMQ, ensuring reliable, idempotent, and fully auditable processing of financial operations with zero data loss.

  4. ०४

    Established CI/CD pipelines with automated smart contract testing via GitHub Actions, reducing deployment time by ५०% and release risk.

Storey ०५Mohali
१२ mo

Idea Usher

Blockchain Developer Intern

January २०२२ — December २०२२

३
token standards shipped
  1. ०१

    Developed and audited Solidity smart contracts (ERC-20, ERC-721, ERC-1155) for NFT marketplace and DeFi applications, focusing on gas optimization and contract security.

Storey ०६Hyderabad
६ mo

IIT Hyderabad

Blockchain Research Intern

January २०२२ — June २०२२

१
published research finding
  1. ०१

    Researched parallel transaction scheduling in Hyperledger Sawtooth, benchmarking smart contracts to demonstrate measurable throughput improvements under concurrent workloads.

०४Projects

Selected work

Things I built to understand a problem properly — mostly infrastructure that has to keep working when something downstream fails.

Scroll
०१ / ०२On request

QueryLens

Natural-language slow query explainer for PostgreSQL, grounded in real execution plans rather than model guesswork.

Why it exists

Finding out why a query is slow means reading EXPLAIN ANALYZE output by hand, and an LLM's answer is only useful if it is grounded in the real plan, real table structure and real index availability. QueryLens diagnoses against the actual execution plan, then generates runnable index migrations and query rewrites with before/after cost comparisons — exposed as a REST API and CLI for CI pipelines.

  • Node.js
  • NestJS
  • OpenAI API
  • PostgreSQL
  • Docker
Repository available on request
०२ / ०२On request

IdleWatch

AWS cost intelligence that identifies genuinely idle resources and prices the waste in monthly spend.

Why it exists

Idle cloud resources are invisible until the bill arrives, and a point-in-time snapshot cannot tell genuine idleness from a quiet hour. IdleWatch scores waste by estimated monthly cost impact across RDS, Lambda, EBS and S3 using sustained CloudWatch utilisation metrics, then auto-generates Terraform snippets for right-sizing or terminating flagged resources.

  • Node.js
  • AWS SDK
  • PostgreSQL
  • React.js
  • Terraform
  • Docker
Repository available on request
More on GitHubAll repositories
०५

Let’s talk — संवाद करें

Open to backend AI, high-concurrency platform and distributed-systems roles.

SG
शुभम GuptaDirect inbox
AI-focused Backend Engineer
EmailDirect
shubhamynr22@gmail.com
Direct dispatch

Direct wire+९१-९०५०२१६५५५Voice · WhatsApp
Chronometer--:--:-- ISTUTC+५:३० · India
Quick dispatch console