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shubhmehra/README.md

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Tech Lead · Temporal.io · Apollo Federation v2 · Distributed Systems

5+ years building production backend systems with real operational complexity.

At Spreadd: Apollo Federation v2 with 6 subgraphs, Kafka async pipelines, 87-op GraphQL allowlist (zero-trust), 3 payment integrations, multi-tenant white-labeling, and a Gemini Live API + WebRTC real-time voice bridge (sub-500ms first-audio latency). Cut AWS costs from $480→$240/month and deployment time from 12min→3min.

Freelance: Temporal.io ETL orchestration for multi-tenant SaaS — 11 workflows, 9 schedules per tenant, continueAsNew for unbounded history ETL, defineQuery for live in-flight introspection without polling.

Open to remote roles in distributed systems, backend architecture, and AI integration.


Tech Stack

Backend & Architecture

  • Temporal.io — workflow orchestration, continueAsNew, defineQuery, per-tenant scheduling
  • Apollo Federation v2 — multi-subgraph GraphQL gateway, graphql-shield, Relay compiler
  • Node.js, TypeScript — Express, REST, GraphQL
  • PostgreSQL, MongoDB — pgvector semantic search, time-series collections, row-level locking
  • Kafka, SQS, Socket.io — async decoupling, event-driven pipelines, real-time pub/sub

Frontend

  • React, Next.js 15, React Native (Expo SDK 53)
  • React Three Fiber (3D), Zustand, React Router v7, Shopify Embedded App

AI & Integrations

  • Gemini Live API, OpenAI — real-time voice, 3072-dim embeddings, streaming TTS
  • WebRTC — PCM audio bridging, FSM session lifecycle management
  • Stripe, Razorpay, Web3

DevOps & Cloud

  • AWS — Lambda, ECS, EC2, RDS, S3, SQS, SNS, SES, Secrets Manager
  • Docker multistage builds, CircleCI, GitHub Actions, Jenkins
  • 50% AWS cost reduction ($480→$240/month) · 75% deploy time reduction (12min→3min)

Experience

Tech Lead — Spreadd.io (Nov 2021 – Present)

B2B influencer marketing SaaS — brands, agencies, creators across Instagram, YouTube, TikTok, Twitter.

  • Led team of 8–10 engineers (3 concurrent active workstreams)
  • Apollo Federation v2: 6 independent subgraphs, 87-op allowlist, graphql-shield role composition
  • Kafka async analytics ingestion; MongoDB distributed rate-limit ledger across container replicas
  • 13+ time-series analytics collections; per-user Socket.io rooms; 4 notification channels
  • Shared npm library at v5.2.0; 9 background cron jobs; RSA replay-attack prevention
  • AI edtech platform (React Native + Gemini Live API + WebRTC): 10ms PCM frame pacer, 45s ring buffer, sub-500ms first-audio latency, FSM for streaming session lifecycle

Web Developer — Allies Business Hub (Jul 2020 – Nov 2021)

  • Next.js e-commerce platforms with payment gateway, cart, and REST API integrations
  • Page load optimization and conversion rate improvements

Public Projects

Multi-tenant analytics ETL with Temporal.io workflow orchestration.

  • continueAsNew for unbounded historical ETL (tail-call optimization for workflow history limits)
  • defineQuery for live in-flight workflow introspection — no polling, no external state store
  • 11 workflows · per-tenant isolated scheduling · dual-layer graceful timeout
  • Full test suite with TestWorkflowEnvironment · TypeScript · PostgreSQL

Shift-end pick-performance reporting for warehouse sortation robots.

  • An AWS Lambda runs 3× per day (at the end of each 8-hour shift)
  • Queries MongoDB for robot telemetry
  • Generates an Excel report
  • Adds an AI-written shift summary via Gemini
  • Archives to S3, and sends via SES email.
  • Full test suite with · TypeScript · MongoDB

Education

B.E. in Information Technology — Gujarat Technological University (2017)

Advanced Certification in Persuasive UX Strategy — IIT Delhi (2024)


🔗 Connect

LinkedIn · GitHub · Linktree

Open to remote engineering roles paying in USD/international rates — distributed systems, workflow orchestration, backend architecture, AI integration.

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