Question 1

Who is Karnveer Singh?

Accepted Answer

Karnveer Singh (also known as K.V.) is an AI automation developer, system architect and market researcher based in Udaipur, Rajasthan, India. He has over six years of engineering experience, founded the research laboratory EPN Labs, and created Scrappy Singh, a personal AI operating system.

Question 2

What does Karnveer Singh build?

Accepted Answer

He builds autonomous AI agents, AI automation platforms, fintech and UPI payment systems, market intelligence pipelines, and backend architecture in Python and Java. He also advises founders on startup validation and product strategy.

Question 3

What is Scrappy Singh?

Accepted Answer

Scrappy Singh is a personal AI operating system created by Karnveer Singh. It has long-term memory, pattern recognition, persona switching and an Observation Mode, and keeps one consistent reasoning identity across multiple AI models.

Question 4

Is Scrappy Singh available publicly?

Accepted Answer

No. Scrappy Singh is a private personal system rather than a public product. A demonstration is available on request.

Question 5

What is EPN Labs?

Accepted Answer

EPN Labs is an independent research laboratory founded by Karnveer Singh, working on artificial intelligence, autonomous systems, human-computer interaction and future computing. It is early-stage and currently raising funds.

Question 6

What technologies does Karnveer Singh use?

Accepted Answer

Python with FastAPI and Django, Java with Spring Boot, microservices with Redis and Celery, AI agent and memory frameworks, computer vision and OCR with OpenCV, YOLOv5 and Tesseract, and payment and government portal integrations.

Question 7

What services does Karnveer Singh provide?

Accepted Answer

Consulting on AI systems and automation, startup validation and market research, product and architecture strategy, and hands-on delivery of AI agents, backend platforms and fintech integrations.

Question 8

Which client websites has Karnveer Singh built and marketed?

Accepted Answer

Publicly, Karnveer Singh led end-to-end delivery — UI/UX design, SEO architecture, AEO, GEO (Generative Engine Optimization) and full-stack development — for MI Stones (themistones.com), Janvi Tour & Travels (janvitourudaipur.com), Scriza Private Limited (scriza.in) and Sky Handlers (skyhandlers.com). He has also developed and manages the development and marketing of more than 100 additional private client websites under NDA.

Question 9

What is GEO (Generative Engine Optimization) and does Karnveer Singh do it?

Accepted Answer

GEO is optimizing a website so that generative AI engines such as ChatGPT, Gemini, Perplexity and AI Overviews cite it as a source. Karnveer Singh implements GEO alongside SEO and AEO on every platform he delivers, using entity-first content, structured data and machine-readable answer blocks.

Question 10

What industries has Karnveer Singh worked in?

Accepted Answer

FinTech and payments, education technology, hospitality software, e-commerce, government portal automation, cybersecurity reconnaissance tooling, and AI research.

Karnveer SinghAI Systems Builder & Autonomous Agent Engineer