Sandeep A Nair profile photo 2 on Tal
Sandeep A Nair profile photo 1 on Tal
Sandeep A Nair profile photo 2 on Tal
Sandeep A Nair profile photo 1 on Tal

Sandeep A Nair

Senior Software Engineer | React • TypeScript • Frontend & Full-Stack | AI/LLMs | Ex-Atlassian | Ex-Amazon

Bengaluru

6+ years of work experience

Atlassian
Feb 20242 yrs 2 mosMar 2026

Bengaluru, Karnataka, India

Senior Software Engineer working across frontend architecture, AI/LLM evaluation workflows, developer productivity, and platform engineering. • Contributed to AI/platform initiatives estimated to drive $5M+ in operational efficiency and cost savings. • Built and improved AI evaluation workflows for measuring LLM relevance, groundedness, and response quality across internal AI systems. • Designed and shipped scalable frontend and platform features using React, TypeScript, Node.js, and internal Atlassian tooling. • Worked on LLM-powered workflows and evaluation harnesses to improve reliability, quality, and trust in AI-generated responses. • Improved developer productivity and operational efficiency through tooling, automation, and platform-level improvements. • Collaborated with product, design, data, and engineering teams to deliver reliable, maintainable, production-grade systems. • Mentored engineers and contributed to technical design, architecture discussions, and code quality standards.
Amazon
May 20221 yr 10 mosFeb 2024

Bengaluru, Karnataka, India

• Led the redesign of a critical internal X-ray pipeline tool, shaping API contracts, application data flow, and UI architecture to replace a deprecated system with a more seamless operator experience. • Built and maintained frontend systems using React, JavaScript/TypeScript, and internal Amazon tooling for high-volume operational workflows. • Improved operator efficiency by reducing manual workflow time by approximately 50%. • Partnered with backend engineers, product stakeholders, and operations teams to define API contracts, improve usability, and ship reliable production features. • Improved test coverage, frontend reliability, and release confidence for business-critical internal tools.
fabric
Mar 20223 mosMay 2022

Bengaluru, Karnataka, India

• Contributed to storefront architecture and frontend development for composable commerce experiences tailored to customer needs. • Built reusable web application components and customer-facing commerce flows using modern JavaScript frameworks. • Collaborated with product, design, and backend teams to translate customer requirements into scalable frontend experiences. • Improved frontend maintainability through component-level design, testing, and implementation patterns.
Spacejoy
Nov 20192 yrs 4 mosFeb 2022

Bengaluru, Karnataka, India

Early engineer building consumer-facing interior design and 3D visualization products from 0→1. • Built and shipped core web product experiences for an online interior design platform, working across customer onboarding, design workflows, and interactive product flows. • Developed frontend applications using React, JavaScript, and modern web technologies, with focus on performance, usability, and maintainability. • Worked on 3D/visualization-led product experiences, helping users view and interact with interior design concepts online. • Owned key frontend architecture decisions, reusable UI components, and cross-functional implementation with product, design, and backend teams. • Built and integrated authentication, API-driven workflows, and customer-facing features in a fast-moving startup environment. • Helped evolve the product during an early-stage growth phase, balancing rapid shipping with long-term code quality.
ClearTax India
Apr 20197 mosOct 2019

Bengaluru, Karnataka, India

• Built and maintained frontend features for ClearGST, a SaaS product used by businesses for GST compliance and tax workflows. • Developed React/JavaScript-based user interfaces with focus on usability, reliability, and maintainability. • Collaborated with backend, product, and QA teams to ship API-driven product features in a regulated fintech environment. • Improved frontend quality through testing, reusable components, and better implementation patterns.

Sandeep’s AI Stack

antigravity
antigravity
claude code
claude code
codex
codex
cursor
cursor
gemini
gemini
hermes agent
hermes agent

Education

Liverpool John Moores University

Master of Science - MS, Machine Learning & Artificial Intelligence

Liverpool John Moores University

20241 yr2025
RNS Institute of Technology - India

Bachelor of Engineering, Computer Science

RNS Institute of Technology - India

20144 yrs2018

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Headline

Senior Software Engineer | React • TypeScript • Frontend & Full-Stack | AI/LLMs | Ex-Atlassian | Ex-Amazon

About

Senior Software Engineer with 8+ years of experience building large-scale web applications, AI-powered products, and developer platforms across startups and global technology companies including Atlassian and Amazon. I specialize in React, TypeScript, Next.js, Node.js, frontend architecture, and full-stack product engineering, with recent work focused on LLM applications, AI evaluation frameworks, RAG, agentic workflows, and platform reliability. I’ve built products from 0→1, scaled systems in large engineering organizations, and led initiatives across developer productivity, customer experience, frontend performance, and AI-powered automation. Selected areas of experience: • Building production AI features using LLMs, RAG, and agent-based workflows • Creating LLM evaluation frameworks for relevance, groundedness, and reliability • Designing scalable frontend architectures with React, TypeScript, and Next.js • Developing backend services using Node.js, NestJS, PostgreSQL, and Prisma • Improving application performance, accessibility, security, and developer experience • Mentoring engineers and driving technical design across cross-functional teams I’m currently open to Senior Software Engineer, Senior Frontend Engineer, Senior Full Stack Engineer, and Staff-level engineering opportunities. I’m available immediately and open to international opportunities, including Europe, UAE, UK, Australia, and other global technology hubs. Core Technologies: React • TypeScript • JavaScript • Next.js • Node.js • NestJS • PostgreSQL • Prisma • GraphQL • REST APIs • AI Agents • LLMs • RAG • LangGraph • OpenAI • AWS • Docker • CI/CD

Location

Bengaluru

AI stack

antigravity

claude code

codex

cursor

gemini

hermes agent

Work experience

Senior Software Engineer at Atlassian, Feb 2024 - Mar 2026 · 2 yrs 2 mos, Bengaluru, Karnataka, India, Senior Software Engineer working across frontend architecture, AI/LLM evaluation workflows, developer productivity, and platform engineering. • Contributed to AI/platform initiatives estimated to drive $5M+ in operational efficiency and cost savings. • Built and improved AI evaluation workflows for measuring LLM relevance, groundedness, and response quality across internal AI systems. • Designed and shipped scalable frontend and platform features using React, TypeScript, Node.js, and internal Atlassian tooling. • Worked on LLM-powered workflows and evaluation harnesses to improve reliability, quality, and trust in AI-generated responses. • Improved developer productivity and operational efficiency through tooling, automation, and platform-level improvements. • Collaborated with product, design, data, and engineering teams to deliver reliable, maintainable, production-grade systems. • Mentored engineers and contributed to technical design, architecture discussions, and code quality standards.

Frontend Engineer II at Amazon, May 2022 - Feb 2024 · 1 yr 10 mos, Bengaluru, Karnataka, India, • Led the redesign of a critical internal X-ray pipeline tool, shaping API contracts, application data flow, and UI architecture to replace a deprecated system with a more seamless operator experience. • Built and maintained frontend systems using React, JavaScript/TypeScript, and internal Amazon tooling for high-volume operational workflows. • Improved operator efficiency by reducing manual workflow time by approximately 50%. • Partnered with backend engineers, product stakeholders, and operations teams to define API contracts, improve usability, and ship reliable production features. • Improved test coverage, frontend reliability, and release confidence for business-critical internal tools.

Software Development Engineer II at fabric, Mar 2022 - May 2022 · 3 mos, Bengaluru, Karnataka, India, • Contributed to storefront architecture and frontend development for composable commerce experiences tailored to customer needs. • Built reusable web application components and customer-facing commerce flows using modern JavaScript frameworks. • Collaborated with product, design, and backend teams to translate customer requirements into scalable frontend experiences. • Improved frontend maintainability through component-level design, testing, and implementation patterns.

Software Engineer at Spacejoy, Nov 2019 - Feb 2022 · 2 yrs 4 mos, Bengaluru, Karnataka, India, Early engineer building consumer-facing interior design and 3D visualization products from 0→1. • Built and shipped core web product experiences for an online interior design platform, working across customer onboarding, design workflows, and interactive product flows. • Developed frontend applications using React, JavaScript, and modern web technologies, with focus on performance, usability, and maintainability. • Worked on 3D/visualization-led product experiences, helping users view and interact with interior design concepts online. • Owned key frontend architecture decisions, reusable UI components, and cross-functional implementation with product, design, and backend teams. • Built and integrated authentication, API-driven workflows, and customer-facing features in a fast-moving startup environment. • Helped evolve the product during an early-stage growth phase, balancing rapid shipping with long-term code quality.

Software Engineer I at ClearTax India, Apr 2019 - Oct 2019 · 7 mos, Bengaluru, Karnataka, India, • Built and maintained frontend features for ClearGST, a SaaS product used by businesses for GST compliance and tax workflows. • Developed React/JavaScript-based user interfaces with focus on usability, reliability, and maintainability. • Collaborated with backend, product, and QA teams to ship API-driven product features in a regulated fintech environment. • Improved frontend quality through testing, reusable components, and better implementation patterns.

Education

Master of Science - MS, Machine Learning & Artificial Intelligence, Liverpool John Moores University

Bachelor of Engineering, Computer Science, RNS Institute of Technology - India

Public links

github: https://github.com/sanair96