Nitin Murali

AI Product Engineer at GoodPower. Started my career as a Software Engineer.

Chicago, IL

Nitin Murali - AI product engineer and product manager in Chicago, Illinois

Nitin Murali builds AI products at GoodPower in Chicago, Illinois, where he works as both product manager and engineer. He started his career as a software engineer at the Institute of Product Leadership, moved into product management at SurveySparrow, interned as a product manager at Aeropay, and holds a Master of Science in Artificial Intelligence from the Illinois Institute of Technology.

At SurveySparrow he built an AI-powered survey generator that used large language models to turn a stated goal into a ready-to-send survey, cutting survey creation time by 40% and lifting free-to-paid conversion by 5%. He also moved the product onto consumption-based pricing, which raised net retention 16% and grew expansion revenue 18% within four months. Earlier, as a software engineer, he cut web application load times by 40% and shipped 40+ programmatically-SEO'd pages that increased organic registrations 45%.

This site is where that work lives. Work & experience has the role-by-role history and education. Coding explorations is a gallery of shipped side projects, including Domino (a coding agent that joins your meetings and writes an implementation plan), an open model post-trained on his own sent mail so it drafts email in his voice, the PM Archetype Finder quiz, a Bad Bunny lyrics translator, and Kalshi Wrapped. In the wild collects conference talks and product-management fireside chats with leaders from Amazon, Microsoft, AT&T, and Motorola Solutions. Blog is his writing on product thinking and building with AI, and Behind the scenes has short videos on how he builds things.

Every page here is also available as Markdown for agents: request any URL with an "Accept: text/markdown" header, or append ".md" to its path. There is a curated index at /llms.txt, the whole site in one file at /llms-full.txt, a structured profile at /api/profile, and an OpenAPI 3.1 description of both at /openapi.json.

Reach him at nitinmurali21@gmail.com, or via LinkedIn (https://www.linkedin.com/in/nitin-murali/), GitHub (https://github.com/nitinm21), Substack (https://nitinmurali.substack.com/).

Pages on this site

Nitin Murali: Product Manager & Software Engineer building products that translate complex technology into user delight and business value.
Work & experience: Nitin Murali's role-by-role work history and education, with the outcome of each role.
Coding explorations: Side projects and demos Nitin Murali has shipped, from AI agents to interactive product concepts.
In the wild: Conference talks, demos, and product-management fireside chats Nitin Murali has hosted or presented.
Blog: Latest writing synced from product stash on Substack.
Behind the scenes: Short videos on how Nitin Murali builds things with AI.
Agent & developer resources: Machine-readable entry points to nitinmurali.vercel.app: llms.txt, per-page Markdown, the profile JSON API, and its OpenAPI description.

Machine-readable versions of this site

llms.txt: Curated llms.txt index of the whole site, with links to go deeper.
llms-full.txt: Every page inlined into a single document, for one-fetch ingestion.
sitemap.xml: Every canonical HTML URL on the site.
robots.txt: Crawl policy (all crawlers allowed) plus the sitemap pointer.
Profile JSON API: GET a structured JSON profile: roles, education, projects, writing, talks, and contact details.
OpenAPI 3.1 description: Machine-readable description of the profile API and the Markdown endpoints.
Markdown representation of any page: Request any page with "Accept: text/markdown", or append ".md" to its path, to get Markdown instead of HTML.