bitmento.com
learner > why does my loop never stop?
mentor > What changes on each pass?
learner > the counter... I never add to it
mentor > Good catch. Where would you add it?
BitMento
An AI mentor that teaches programming by asking, not answering.
Vaibhavi R. Sawant / AI Product Builder
Iturnideasintoproductsthatactuallywork.
I design, build and launch web products and AI-powered tools, from first idea to live product.
01 Selected work
Products I have built.
02 How I build
How an idea becomes a product.
Start with a real problem
I write the problem and the user in plain words first. Who is this for, what do they need to do, and what would make it useful?
“A child asks any question and gets a clear, illustrated explanation, then a short quiz.”
Parent sets up the childMatches school levelRead aloud
Turn it into clear requirements
Vague instructions give vague code. I define the task, the constraints and the expected output, and keep these notes with the project so they can be improved.
Illustrative prompt structure
RoleYou are building the learning screen of a children's education app.
TaskShow an explanation as scenes with a picture, narration and a read-aloud button.
ConstraintsSimple language, mobile first, accessible, no clutter.
OutputOne component, typed props, no new dependencies unless needed.
Generate, read, change, repeat
The tools draft a first version quickly. I read it, run it, debug it and decide what to keep or rewrite. This loop runs many times. A single prompt never produces finished software. A screen is not a product. I connect sign-in, the database and the AI model, and decide what runs on the server and what stays in the browser.
- v1The tool returns a first draft
- v2I run it and notice what is off
- v3I give sharper instructions, naming the constraint it missed
- v4I keep what works, rewrite what does not, and go again
Sign-in
Clerk
Database
Supabase
AI model
Groq LLM
Read-aloud
Browser speech
Break it before anyone else does
I click through every path as a parent and as a child, fix what fails, and ask the tools to help me understand errors rather than hide them.
- Parent signs in and creates a child profile
- Child logs in and asks a question
- Episode and quiz generate and display
- Read-aloud works in the supported browsers
Ship it where people can use it
I set up hosting and environment settings, deploy, then keep refining based on how it actually behaves. This product is live today.
episodeiq-kohl.vercel.app
Illustrated with EpisodeIQ. The tools speed up drafts; I decide the requirements, review the code, test and deploy.
03 Work with me
Two ways to work together.
Every project is different.
Pricing comes in a written proposal after a first conversation.
From focused website builds to complex digital products and AI-powered solutions, every engagement is scoped around your goals, requirements, complexity, and delivery timeline. Let's discuss what you want to build and create a proposal tailored to your needs.
Project pricing is determined by scope, complexity, estimated effort, timeline, integrations, and ongoing support requirements. A detailed proposal is shared after an initial discussion.
01
Conversation
We talk through the goals, users, constraints and what success looks like.
02
Proposal
A written proposal with scope, deliverables, milestones, timeline and price.
03
Build
Work ships in milestones you can review, with regular updates along the way.
04
Launch and beyond
Deployment and handover, with ongoing improvement available as a partnership.
I work directly with every client as an independent builder, so the person you talk to is the person building your product. Related work such as content planning and event support can be discussed when it fits a project.
Request a custom proposal04 About
About me
I am an independent product builder in Goa, India. I take ideas from problem to live product, combining product thinking, design and AI-assisted development. I also founded BitMento.
Beyond my own products: startup marketing at FiiRE, outreach for BridgeAura and panel moderation at Sankalp Manthan.
See all contributionsRecognition
Young Entrepreneur 2026 awardee
2026 · Young Entrepreneur award from the Government of Goa.
1st place, BITS Pilani Ideathon
Won first place at the BITS Pilani Ideathon.
2nd place, Lenovo LEAP
Placed second at Lenovo LEAP.
Featured on PBN Bharat, Episode 13
February 2026 · Interviewed by Ryan Vaz on Prime Business Network's PBN Bharat show about starting young, leadership and steady effort.
Watch interview
05 Let's talk
Have an idea? Let’s make it real.
Or email me directly
Goa, India
Working remotely with clients across India and internationally.