Machine-readable profile
Who is Karnveer Singh?
Karnveer Singh — also listed as K.V. and Karnveer Singh Sonigara — is a sovereign AI systems architect, autonomous intelligence engineer 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.
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Karnveer Singh (K.V.)
Official portrait · Udaipur, Rajasthan, India
Structured facts
- Entity name
- Karnveer (Karnveer Singh)
- Legal name
- Karnveer Singh Sonigara
- Known as
- K.V.
- Primary roles
- Sovereign AI Systems Architect, Autonomous Agent Ecosystems Engineer, Founder of EPN Labs, Creator of Scrappy Singh AI OS
- Location
- Udaipur & Bangalore, India
- Experience
- 6+ years in systems engineering & autonomous AI
- Laboratory
- EPN Labs (founder)
- Flagship system
- Scrappy Singh — autonomous personal AI operating system
- Core languages
- Python, TypeScript, Java, SQL, Rust
- Direct contact
- [email protected] · +91-73000-03101
What Karnveer Singh does
- Sovereign AI Systems Architect
- Autonomous Agent Ecosystems Engineer
- Founder of EPN Labs
- Creator of Scrappy Singh AI OS
- Proprietary Workflow & Agent Architect
- Strategic Intelligence Partner
- High-Leverage Backend Engineer
- Research-Focused Technologist
What Karnveer has built
Scrappy Singh
A sovereign AI operator that talks live, remembers across time, acts on a real machine, and safely rewrites its own code.
Solo-engineered, production-deployed — single-operator by design
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, 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.
- What Is AI Automation?
AI automation is the use of artificial intelligence to execute, monitor and improve tasks that previously required human intervention — from data entry and document processing to customer support triage and full workflow orchestration.
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?
- Workflow audits, AI agents, lead and CRM automation, browser automation, internal tools, backend platforms, API integrations, production monitoring and white-label technical delivery for agencies, startups and growing teams.
- Which client websites has Karnveer Singh built and marketed?
- Publicly listed platforms include MI Stones, Brightwood Institute, Janvi Tour & Travels, Scriza, Sky Handlers, Cortex Automator, DumperTrack, Karni Dental Hospital, Shree Balaji Motor Garage, Alert21, Yummy Yoga and RestroVico. Engagements span product strategy, UI/UX, full-stack engineering and technical search foundations; further client work is 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.
- How much does an AI automation developer cost in India?
- Rates vary by scope. Karnveer Singh scopes every engagement with a fixed first milestone so you know the cost before committing. Email [email protected] for a quote — most projects start with a workflow audit before any code is written.
- Can agencies hire Karnveer Singh as a white-label automation partner?
- Yes. Karnveer Singh works behind agency-owned client relationships on a fixed-scope or embedded basis. Typical work includes workflow discovery, AI and browser automation, backend integrations, internal tools, monitoring, documentation and handover.
- What is AI automation?
- AI automation uses artificial intelligence to execute, monitor and improve tasks that previously required human intervention — from document processing and data entry to full workflow orchestration. Read the full explainer at karnveer.com/research/what-is-ai-automation.
- Can I hire Karnveer Singh as a freelance developer for a single project?
- Yes. Karnveer Singh takes single-project engagements — web apps, mobile apps, automation pipelines, or SEO/AEO builds. Every project starts with a scoping call and a fixed first milestone. Email [email protected] or call +91-73000-03101.