AKSYourAKShaw
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Founder · Backend & AI Systems · @YourAKShaw

Ayush Kumar Shaw

I build systems that hold. Then I teach them to think.

Founder and engineer in Kolkata. Backend engineering and AI research lead my work: APIs, microservices, AI agents and automations, built to survive production.

IMG_09 · DITHER/8×8HOVER TO RESOLVE
Ayush Kumar ShawKolkata, IN
Building since 2020Backend · AI · Automation · Advisory
5+Years shipping production backendssince 2020
20+Languages localized at Quizizz57 countries
80,000+Master strings run through Crowdini18n automation
7.5MDocuments repaired in one production fixYellow Class
Founder · Engineer · Strategist

I see systems. Not isolated tasks.

A founder who thinks like an engineer, operates like a strategist, and talks like a friend who is genuinely trying to help you build something meaningful.

Based in
Kolkata, India
Leads
YourAKShaw Inc. · NayaManas · Codeinn
Education
B.Tech, Computer Science & Engineering (2021)
Speaks
English · Hindi · Bengali · Bhojpuri
Ayush explaining a system diagram on a monitor
FIG. 02Architecture review, Kolkata

I don't get excited by vanity metrics or fancy titles. My first question is always the same: okay, but what's actually happening here? I see systems, not isolated tasks. I see the next ten problems that appear after today's problem is solved. So I build for what works: elegant systems, honest numbers, and execution that compounds.

  1. 01Architecture firstDecide the shape of the system before anyone writes a line.
  2. 02Data models secondGet the nouns right and half the bugs never exist.
  3. 03Contracts thirdAPIs are promises. Write them down before you keep them.
  4. 04Implementation lastBy now the code is the easy part, so it ships clean.
Open source · Built in public

Tools that ship. Then keep shipping.

Products, developer tools and templates I build in the open. Each one exists because a real workflow was slower than it needed to be.

Everything in the lab
01 / 05Open-source product
TypeScript

Iris

Cold emails built on facts you can check. Iris turns a prospect's website into a research brief with verified quotes, then drafts three personalized outreach emails. CLI and web app, free tier on Groq, deploys on Render in minutes.

  • AI agents
  • Fact verification
  • CLI + web
02 / 05Developer tool
TypeScript

Conventional Commits CLI

AI-powered commit messages with privacy-first intelligence. Generates commits from staged changes using OpenAI, Anthropic, xAI or Gemini, with built-in secret detection, mandatory review and cross-platform binaries.

  • Git workflow
  • Secret detection
  • Multi-LLM
03 / 05Terminal tool
Go

thineRC

One-word superpowers for your terminal: free stuck ports, reclaim disk, read memory honestly, and turn aliases into typed recipes, with previews and undo. Go, for Linux and macOS.

  • Go
  • CLI
  • Developer tools
04 / 05Template
TypeScript

React Native App Template

React Native + Expo template for iOS and Android with strict TypeScript, routing, validated APIs, themes, tests and CI, plus Claude Code conventions: scoped rules, skills, review and test agents.

  • Expo
  • AI-assisted dev
  • CI
05 / 05Backend template
TypeScript

NestJS Microservice Template

Production-minded NestJS + Mongoose starting point for microservices, with a sibling Express template for plain Node.js services.

  • NestJS
  • MongoDB
  • REST
Installable on skills.sh

Judgment, packaged for agents.

Reusable frameworks I wrote so AI agents prompt clearly, commit cleanly, review like a principal engineer and never lose context between sessions. Read the write-ups →

  1. 01
    Prompt design

    ART Prompt Framework

    Turn rough ideas into precise, effective prompts with ART: Act as, Request, and Terms.

  2. 02
    Engineering judgment

    Principal Engineer OS

    Principal-engineer judgment for architecture, code review, debugging, refactoring, migrations and production readiness.

  3. 03
    Developer workflows

    Conventional Commits Framework

    Complete, atomic, co-authored commits every time, with an offline checker and commitlint config.

  4. 04
    Decision support

    CoMPaSS Prompt Framework

    Analysis-first prompting: understand intention before writing the prompt, then define what done looks like.

  5. 05
    Session continuity

    Handoff

    Save and resume session context so any AI agent continues work from exactly where the last one stopped.

Production first, then companies

Shipped at scale. Then built companies.

Backend engineering at Quizizz and Yellow Class taught me what production really asks for. Everything I build at YourAKShaw, NayaManas and Codeinn starts from those lessons.

01Oct 2021 · Jan 2023

Quizizz

Backend engineer · SDE L3

Backend engineer on a learning platform used in classrooms worldwide. Took Quizizz from a handful of languages to a global product, and led the localization team that got it there.

20+
languages, 57 countries
80K+
master strings in Crowdin
1,000+
SEO intent pages
5
people led in localization

SDE L3Jul 2022 · Jan 2023

  • Added translations for 10+ more languages, taking the platform to 20+ languages across 57 countries.
  • Led a team of 5 for localisation and translation.
  • Integrated Crowdin as the localisation service, managing 80,000+ master strings.
  • Automated data updates from the Crowdin UI to the database with webhooks.
  • Enabled auto-translation of Webflow landing pages through Crowdin.
  • Built the initial backend for 1,000+ SEO intent pages.
  • Built the REST API layer for Media Service v2.

Software Developer (Backend)Oct 2021 · Jul 2022

  • Led development of a content ingestion microservice that processed 1,000+ content pieces.
  • Extended platform support for curriculum-curated content, specifically CBSE.
  • Owned tasks and bug fixes for the translations microservice.
  • Introduced Azerbaijani language support.
  • Built the SMS service for OTP verification with Exotel and Twilio.
  • Wrote scripts to repair production data inconsistencies; shipped features and bug fixes.
02Jul 2021 · Sep 2021

Yellow Class

SDE II

Backend engineering for a live-learning platform for kids: engagement systems that bring learners back, and the data hygiene to keep production honest.

7.5M
documents repaired in production
2
engagement systems shipped
  • Scripted a fix for production data discrepancies across 7.5 million documents.
  • Built the Notification Preferences backend and push notifications for missed classes.
  • Implemented gamification with points and gems.
  • Shipped feature enhancements and resolved bugs.

VenturesUnder YourAKShaw

Earlier & freelanceWhere the habits formed

  1. Built one backend REST API project twice, in two stacks, with tutorial videos for each, for engineering education. · Bengaluru East, India

    • Task Manager API implemented once in Node.js and once in Django REST Framework.
  2. Founding team member and core backend engineer: auth, a social layer and a quiz backend, built from zero.

    Auth

    • Sign-in with JWT authentication, forgot/update password and OTP verification.
    • Sign-up utilities: verify phone, new phone, verify email.

    Social microservices

    • Follow/unfollow, CRUD for posts, comments and replies, likes at every level.
    • Posts, comments and replies support image, video, document and other media.
    • Newsfeed sorting by most liked, newest, popularity and combinations.

    Quiz backend

    • CRUD APIs for quiz subjects, questions and setups, with the same rich-media support.
  3. Hands-on Java and backend engineering through Crio's work-experience programme, then designing and reviewing projects for other developers.

    Secure file sharing service

    • Installed a customised VSFTPD server with a pre-install requirements check.
    • Benchmarked against a base build to find performance regressions; debugged network issues from pcap files in Wireshark.
    • Enabled end-to-end encryption with SSL certificates and verified it by sniffing the traffic.

    Visual stock portfolio analyzer

    • Annualized returns from Tiingo quotes, with Alpha Vantage as a backup provider for availability.
    • Refactored to a new backend contract, added multithreading, error reporting and unit tests.

    Browser-based code editor

    • File navigation, search (HashMap, then KMP), cut/copy/paste, search and replace.
    • LinkedList for fast head-of-file edits; undo/redo with Stack and Deque.

    Food ordering backend

    • Distributed Java backend with Jackson, MVCS layering and MongoDB; restaurants by latitude and longitude.
    • Facebook and Pinterest share APIs; Clarifai for AI hashtag suggestions.

    Quiz API

    • Spring Boot + MongoDB GET/POST APIs with scoring, tested with Postman, JUnit and Mockito.
58 tools · 9 areas
Languages01
  • TypeScript
  • JavaScript
  • Python
  • Java
  • Go
  • C
  • SQL
Backend02
  • Node.js
  • NestJS
  • Express
  • Spring Boot
  • Django REST
  • Deno
  • Microservices
  • Webhooks
AI & agents03
  • LLM integrations
  • Agentic workflows
  • Multi-agent systems
  • RAG
  • Prompt engineering
  • OpenAI
  • Claude Code
Data & messaging04
  • PostgreSQL
  • MongoDB
  • Mongoose
  • Redis
  • RabbitMQ
  • Migrations
Infra & ops05
  • AWS
  • Docker
  • Linux
  • VPS
  • CI/CD
  • SSL/TLS
  • Monitoring
Frontend & design06
  • React
  • Next.js
  • React Native
  • Figma
  • UI/UX
  • Web design
Automation07
  • n8n
  • Zapier
  • API integrations
  • CRM automation
  • MQL5 trading systems
Integrations08
  • Crowdin
  • Twilio
  • Exotel
  • Clarifai
  • Facebook APIs
  • Pinterest APIs
Quality09
  • Jest
  • JUnit
  • Mockito
  • Selenium
  • Postman
  • Wireshark
Five instrumentals · made in code

Every portfolio has a soundtrack. This one is generated.

Five original hip-hop instrumentals, synthesised live in your browser with the Web Audio API. No samples, no files, no licences. Each section of the site has its own track. Pick one to pin it, or drag the record to scratch.

AKS-1200 · Direct drive Standby
086BPM
33⅓RPM
Email · book a call · or ask the assistant

Open to meaningful work

Something worth building starts with a hello.

Pick a mission · the email writes itself
Write to hitme@yourakshaw.com
YourAKShaw · code, coffee, cookies.
© Ayush Kumar ShawBuilt with Next.js, GSAP, Three.js & Web AudioKolkata · --:-- IST
Sound off · A1Boot Sequence