Karan Raj KR

From ideasto realproducts.

I’m Karan Raj KR. I build AI products, co-founded KĀRYO with Havinash, and maintain crewai-recipes, an open-source CrewAI repository.

B.Tech CSE (AI/ML) at NIAT and S-VYASA, batch of 2029. Based in Bangalore.

See the workEmail me

Results so far

1stOpen Loop 2026A national-level hackathon with teams from 14+ states. We won with FormPilot, built with Havinash and Saagnik.The full record

From ideas to real products

Four products, each from the sentence it started as to how it works.

  1. The idea. Autofill that understands the form, and writes the long answers too.

    FormPilot

    Scans a web form, previews its answers, and fills them when you agree.

    Won Open Loop 2026, a national-level hackathon

    How FormPilot works

    Scan, preview, fill

    1. ScanFinds every input, textarea, select and ARIA field, reads its label (aria-label first, then the fieldset legend, then nearby text) and sorts it: personal, contact, address, professional, essay.
    2. PreviewSends your profile and the field list to the model you chose. Each suggested value comes back with a confidence score, for you to check before anything is written.
    3. FillFocuses each field, sets it through the native setter and fires input, change and blur, so React and Vue register the value. The session is saved to History.

  2. The idea. Tell students what they shouldn’t apply to, and quote the clause.

    Eligent

    Tells students which opportunities they don’t qualify for, and quotes the clause.

    A live prototype, built in 24 hours at The Hive Sprint

    How Eligent works

    Three verdicts

    • EligibleEvery rule on the official page is met.
    • Near missWith the exact gap, such as “0.2 CGPA short”.
    • Not eligibleWith the sentence from the official page that rules you out.

  3. The idea. Health answers over a phone call, for patients who can’t reach a doctor.

    VoiceRx

    Answers health questions over a phone call, from retrieved FAQs.

    Top 40 of 2,500+ teams at Hack BLR 2026, built solo

    How VoiceRx works

    One question, six steps

    1. You ask a question on the call
    2. Vapi turns it into text and calls the webhook
    3. FastEmbed embeds the question locally
    4. Qdrant returns the three closest health FAQs
    5. Llama 3.1 8B on Groq answers from those three
    6. Vapi reads the answer back

  4. The idea. Watch the agents work before you clone them.

    crewai-recipes

    Multi-agent workflows you watch run in the browser before you clone them.

    Maintained by me, MIT licensed, open to contributors

    How crewai-recipes works

    The contract

    recipes/<recipe>/
  crew.py
    build_crew(**inputs) -> Crew
  inputs.json
    name, label, example per input

tests/test_recipe_contract.py

    Meet it, and the CLI flags, the local playground form and the gallery recording all come from the same two files. The test runs on every push, with no API key.

Also built

  1. School ERPRuns a school on one dataset: students, fees, exams, parents, and questions in plain language.Demo productLive demo

KĀRYO

KĀRYO is named after the karana, half a lunar day.

The current karana is worked out in your browser.

KĀRYO is the digital agency Havinash and I co-founded in August 2025 to put local businesses in Bangalore online. We find clients the direct way, door to door, starting with clinics and neighbourhood shops. I lead the backend, business development and client outreach. We build the websites, including the one for ISKCON Visakhapatnam, and the tools that run the agency itself: the Client Onboarding Manager for quotations and GST invoices, and a Lead Intelligence Agent that decides which doors to knock on next. Every proposal, contract and invoice template is written in house, international clients included. So far the agency and my products have brought in 6 figures in revenue, and I have pitched KĀRYO to a VC and an angel investor.

What I built for it

See what KĀRYO is doing now.
Karan Raj KR holding a microphone while public speaking.
Public speaking.

Building in Bangalore.

When I’m not shipping, I’m on stage, writing build notes, or knocking on a clinic door for KĀRYO. I also make content on Instagram and LinkedIn.

Based in
Bangalore
Studying
B.Tech CSE (AI/ML), NIAT and S-VYASA, 2029
More about me

Open source and writing

Open source

Writing

Have an idea? Tell me in one line.

The arrow opens Gmail in this tab. Or choose Outlook.com or your email app below. You review and send the email there.

To mail@karanrajkr.com