Machine-readable profile
Who is Karnveer Singh?
Karnveer Singh — also listed as K.V. — is an AI automation developer, system architect and market researcher based in Udaipur, Rajasthan, India. He has more than six years of production engineering experience, founded the independent research laboratory EPN Labs, and created Scrappy Singh, a personal AI operating system with long-term memory. He works on autonomous AI agents, automation platforms, fintech systems and startup validation.
Structured facts
- Full name
- Karnveer Singh
- Known as
- K.V.
- Primary roles
- AI Automation Developer, Tech Startup Helper, Market Researcher, System Architect, Founder of EPN Labs
- Location
- Udaipur, Rajasthan, India
- Experience
- 6+ years in software engineering (since 2017)
- Company
- EPN Labs (founder), Scriza Pvt. Ltd. (Senior Software Developer)
- Best known for
- Scrappy Singh, a personal AI operating system with long-term memory
- Core languages
- Python, Java, TypeScript, SQL
- Contact
- [email protected] · +91-73000-03101
What Karnveer Singh does
- AI Automation Developer
- Tech Startup Helper
- Market Researcher
- System Architect
- Founder of EPN Labs
- Creator of Scrappy Singh
- Builder of autonomous AI systems
- Product strategist
- Backend engineer
- Research-focused technologist
What Karnveer has built
Scrappy Singh
A personal AI operating system that remembers, observes and reasons in one voice.
Active build — private, not a public product
EPN Labs
An independent research laboratory for ideas that are too early to be startups.
Research initiative — raising funds
AI Voice Companion
Conversational AI that talks like your smartest friend, and remembers the last call.
Prototyping
Autonomous Trading Agent
A research-first trading system, currently in hibernation while strategies evolve.
Hibernating
Experience timeline
Feb 2022 — Present
Senior Software Developer, Scriza Pvt. Ltd., Noida
AI-driven application delivery, UPI payout automation, automation suites, Edu2All School ERP, hotel management and fintech products, plus autonomous agents. Mentors interns and sets agile workflows.
Feb 2021 — Oct 2022
Tech Software Support, IME India Pvt. Ltd., Noida
Backend support for in-house Java systems, a WhatsApp Messenger tool and chatbot modules.
Jan 2017 — Jan 2021
Junior Developer, Btrack World Pvt. Ltd., Udaipur
Backend platforms for e-commerce, FinTech and MLM products.
Technology stack
- Python, FastAPI, Django
- Java, Spring Boot
- Microservices, Redis, Celery
- AI agents, memory systems, prompt architecture
- PostgreSQL, MySQL, MongoDB
- OpenCV, YOLOv5, Tesseract OCR
- UPI, payment gateway and government portal integrations
- Docker, Linux, CI/CD
EPN Labs
EPN Labs is an independent research laboratory founded by Karnveer Singh, focused on artificial intelligence, autonomous systems, human-computer interaction and future computing.
What Karnveer is researching
- AI Memory: why context windows are not memory
Notes on building durable AI memory — what is worth storing, how retrieval decays, and why bigger context windows do not make an assistant remember.
- Autonomous agents: execution is the hard part
Why the difficulty in autonomous AI agents is not reasoning quality but execution, recovery and bounded authority.
- Pattern recognition as a working method
How noticing repeated structures across markets, codebases and conversations becomes a repeatable engineering method.
- Startup research: signal before spend
A validation method for founders — find demand evidence before writing code, and kill ideas on evidence rather than on mood.
- Human-AI collaboration: one voice across many models
Why a portable reasoning identity beats model loyalty, and how a boot prompt keeps behaviour consistent across AI systems.
- Market intelligence with AI: mapping demand, not opinions
Using AI and automation to map real demand signals — pricing, competitors, distribution and unmet needs — instead of surveys.
- Future computing: software that creates new ways of working
Why the next generation of software should not only solve problems, but change what work looks like.
Frequently asked questions
- Who is Karnveer Singh?
- 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.
- What does Karnveer Singh build?
- 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.
- What is Scrappy Singh?
- 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.
- Is Scrappy Singh available publicly?
- No. Scrappy Singh is a private personal system rather than a public product. A demonstration is available on request.
- What is EPN Labs?
- 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.
- What technologies does Karnveer Singh use?
- 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.
- What services does Karnveer Singh provide?
- 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.
- Which client websites has Karnveer Singh built and marketed?
- 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.
- What is GEO (Generative Engine Optimization) and does Karnveer Singh do it?
- 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.
- What industries has Karnveer Singh worked in?
- FinTech and payments, education technology, hospitality software, e-commerce, government portal automation, cybersecurity reconnaissance tooling, and AI research.