Kalkinetra is more than a lab — it's a movement to make AI systems secure, resilient, and trustworthy.
We uncover hidden vulnerabilities, simulate attacks on large language models, and turn insights into defense mechanisms that help enterprises protect their digital ecosystems.
To explore, understand, and secure the intelligence systems that shape our world. We bridge the gap between theoretical AI security research and practical, deployable defense solutions.
Curiosity First. Impact Always.
We explore AI systems fearlessly, uncover hidden risks, and turn insights into practical security frameworks. Every vulnerability discovered is a step toward safer AI deployment.
Collaboration drives us — every partnership expands our ability to secure the AI landscape. We believe in open research, knowledge sharing, and collective progress.
Our structured approach to AI security research and implementation
Study AI models, simulate attacks, and uncover vulnerabilities. We conduct deep analysis of LLMs, prompt injection techniques, and adversarial ML patterns.
Build tools and frameworks to mitigate those risks. Our prototypes transform research findings into actionable defense mechanisms.
Deliver B2B solutions to cybersecurity teams. We ensure seamless integration with existing security infrastructure.
Publish insights, whitepapers, and open research. Knowledge sharing amplifies our collective defense capabilities.
From a home lab to a global mission
KalkiNetra began as a small curiosity in a home lab in Amritsar. What started as late-night experiments in cybersecurity became a focused pursuit of understanding AI vulnerabilities.
Over five years of dedicated research, exploration evolved into expertise. Each discovery built upon the last, creating a comprehensive understanding of AI security challenges.
What started as one researcher's vision is now becoming a collective mission to understand and secure the intelligence that drives the world. We're building a community of researchers, developers, and security professionals committed to AI safety.
"Every system has a weakness. Our job is to find it before someone with malicious intent does."
Principles that guide every decision we make
We operate with complete transparency and ethical responsibility in all our research and collaborations.
Continuous exploration and experimentation drive us to discover novel approaches to AI security challenges.
We believe collective intelligence is stronger than individual effort. Partnerships amplify impact.
Open research and documentation ensure our findings benefit the entire AI security community.
We maintain the highest standards in research methodology, code quality, and solution delivery.
The AI landscape evolves rapidly. We stay ahead by continuously learning and adapting our approaches.
Whether you're a researcher, developer, or enterprise looking to secure your AI systems, we welcome you to be part of this journey.