Open to senior full stack & AI roles

Gaurav RanaSenior Full Stack Developer

I design and ship web products.

7+ years with Node.js, TypeScript, React and AWS. These days I build RAG pipelines and LLM features at Terrascope.

Get in touch
  • ~90%faster emission calculations, 6h → 40m
  • 70%lower infra cost after multi-tenant migration
  • 85%fewer daily production incidents
  • 140%user growth on a live streaming platform

01 / About

Engineer who cares about the whole product.

I’m a full stack developer with 7+ years of experience building and scaling web applications and cloud-native backends. My core stack is Node.js, TypeScript, React and AWS.

Lately most of my work has been AI features in production: RAG pipelines, LLM integrations through Amazon Bedrock, and document understanding that removes manual data entry. I care about performance, cost and test-driven code that holds up in production.

Currently
Senior Full Stack Developer at Terrascope
Based in
Karnal, India · IST
Focus
AI features, cloud architecture, performance
Education
B.Tech, Computer Science (2015 – 2019)

02 / Experience

Where I’ve worked.

  1. Senior Full Stack Developer

    Terrascope

    Carbon measurement and management platform (B2B SaaS)

    • Built an end-to-end RAG pipeline that auto-drafts answers for sustainability disclosure standards (IFRS S1, GRI), using Amazon Bedrock for LLM inference and MongoDB hybrid search (vector + full-text) to retrieve and rank document chunks.
    • Developed AI-powered PDF parsing that turns uploaded business documents (e.g. utility bills) into structured platform activities and auto-triggers emission calculations, eliminating manual data entry.
    • Re-architected the platform to V2 with self-serve flows, progress tracking, and faster emissions calculation and reporting, using AWS Lambda and AWS Batch conditionally.
    • Cut emission calculation time from 6 hours to 40 minutes (~90% faster) with materialized views and parallel AWS Batch jobs.
    • Migrated to a multi-tenant architecture, cutting infrastructure costs by 70% and reducing daily production incidents by 85% (from ~15/day to <3/day).
    • Built a one-click data migration tool, run via GitHub Actions, that migrates database records and S3 files with automated backups, rollback and recovery.
    • Created reusable AI-assisted development workflows that shortened the coding cycle and surfaced bugs earlier; adopted across the team.
    • RAG
    • Amazon Bedrock
    • MongoDB
    • AWS Batch
    • Lambda
    • TypeScript
    • React
  2. Senior Software Engineer

    Airtel Digital Ltd

    Live game-streaming platform (similar to Twitch) for the Indian audience

    • Built and shipped the web streaming platform mirroring the Android app, owning backend REST APIs and web frontend; grew the user base by 140%.
    • Built a role-based CMS with dynamic content delivery, increasing event coverage by 40% across mobile and web.
    • Drove performance work on existing workflows, delivered new features, and owned production support and incident resolution.
    • Node.js
    • React
    • REST APIs
    • CMS
  3. Engineer, Web Apps

    Sourcefuse Technologies

    Cloud and serverless application development

    • Developed serverless applications on AWS and provisioned infrastructure as code with CloudFormation.
    • Built a new commercial multi-tenant IoT product and contributed to residential products using DynamoDB, IoT Core and Lambda.
    • Developed a real-time WebSockets service in Go.
    • Go
    • AWS IoT Core
    • DynamoDB
    • CloudFormation
    • WebSockets
  4. Associate IT

    Daffodil Software

    Full-stack web and API development across client projects

    • Nykaa Network: implemented a custom SSR architecture with Redux state hydration, improving SEO ranking by 65% and cutting initial page load time by 50%.
    • Healthcare project: built backend workflows with AWS Step Functions, Lambda, EventBridge, S3, Secrets Manager and CloudWatch; sped up APIs with caching and data pre-generation.
    • Mercadolar: built REST APIs with Node.js and Express and React frontends for a currency exchange platform.
    • Developed reusable UI components, REST APIs and database schemas, and integrated APIs into frontends.
    • SSR
    • Redux
    • Step Functions
    • Express
    • React

03 / Projects

Things I’ve built on the side.

Personal project

AI Email Assistant

An AI chat agent that drives a web mail client through natural language: filtering, navigating, opening emails, and drafting replies using context from the open message.

  • Cloudflare Workers
  • Hono
  • Service Bindings
  • WebSockets
  • Google OAuth
  • LLM agents
Visit mailai.site

04 / Skills

Tools I reach for.

Languages

04
  • TypeScript
  • JavaScript
  • Go
  • Python

Frontend

06
  • React
  • Next.js
  • Redux
  • Tailwind CSS
  • HTML
  • CSS

Backend

05
  • Node.js
  • Express
  • GraphQL
  • REST APIs
  • WebSockets

Databases

04
  • PostgreSQL
  • MongoDB
  • DynamoDB
  • SQL

Cloud & DevOps

11
  • AWS Lambda
  • AWS Batch
  • S3
  • SQS / SNS
  • Step Functions
  • EventBridge
  • CloudFormation
  • Terraform
  • Docker
  • Serverless
  • GitHub Actions

Practices

04
  • Test-driven development
  • Unit testing
  • CI/CD
  • IoT

05 / Contact

Have a product to build?
Let’s talk.

I’m open to senior full stack and AI engineering roles, and selective freelance work. Email is the fastest way to reach me.