Student developer exploring AI, cybersecurity, and product building. Open source contributor and hackathon enthusiast.

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Tirup Mehta  • Peerlist

<h3>About Me</h3><p>I build interfaces where visual clarity meets system performance. Working at the intersection of design and front-end engineering, I focus on creating fast, robust web applications that feel natural to use.</p><p>Driven by a strong curiosity for cryptography and systems security, I design software with data safety built into its foundation, bridging the gap between secure backend architecture and polished visual flows.</p><h3>Contributions and Engagement</h3><ul><li><p>I write about interface design and web security on my blogs.</p></li><li><p>I share active experiments on GitHub.</p></li><li><p>I am always open to fresh ideas and connections.</p></li></ul>

Tirup Mehta | Designer & Developer

<p>Trace Guard is an advanced behavioral security engine and open-source NPM package built to detect and block bots, scrapers, automated browsers, and AI-driven agentic traffic in real time. Instead of relying on traditional CAPTCHA systems or static fingerprinting, it silently intercepts HTTP/HTTPS requests, injects lightweight behavioral telemetry scripts, and analyzes user interaction patterns to differentiate humans from automated systems. <br>The project focuses on modern attack vectors including headless browsers, automation frameworks, and Vision-Language-Model-driven agents capable of mimicking human behavior. Trace Guard was designed with zero-friction integration in mind — developers can secure applications by adding a single middleware layer to existing Node.js infrastructures. <br>Key highlights include behavioral analysis, stealth telemetry injection, real-time request interception, bot mitigation, lightweight performance overhead, and seamless developer experience through NPM distribution. The project combines cybersecurity research, browser behavior analysis, and modern web infrastructure engineering into a production-ready security package aimed at protecting modern applications from evolving automated threats.</p>

Trace Guard

<p>Vectorize is a contextual AI infrastructure built for modern companies. It empowers small and mid-sized teams to deploy AI solutions with embedded business intelligence. By registering organizational metadata, companies enable domain-specific, context-aware responses. Persistent memory allows conversations to retain relevance across multiple interactions. The system outputs fully white-labeled results, free of third-party references or model attribution. </p><p>Real-time API key validation and secure authentication flows streamline onboarding. Middleware handles internal and external routing with consistent logic. An integrated dashboard provides visibility into usage, session history, and profile configuration. SDKs in multiple languages accelerate development across diverse stacks. Vectorize bridges enterprise-grade AI capabilities with practical, developer-first access.</p>