Lingaraj Rawlo@lingarajrawlo
1
Events attended
1
Submissions made
United Arab Emirates
1 year of experience
About me
I'm a software engineer with 14+ years of industrial experience, primarily working with Python, C, C++, and GoLang. Over the years I've built a deep foundation in systems-level and high-performance programming, which now gives me a strong edge in AI development. More recently, I've shifted my focus extensively into AI — building and training AI models, developing end-to-end AI projects, and designing agentic AI systems. Some of my notable work includes building a sentinel web and threat detection agent and developing a video generation model from the ground up. I enjoy working at the intersection of low-level performance engineering and cutting-edge AI — whether that's optimizing model inference, designing multi-agent architectures, or shipping production-grade AI systems.
🤓 Latest Submissions
Sentinel — Open Web Threat & Risk Detection System
Sentinel is an autonomous open web threat and risk detection system built for security, compliance, and vendor risk teams. Powered entirely by Bright Data's infrastructure, Sentinel continuously monitors sources that no internal SIEM or firewall was built to reach. Sentinel runs three parallel AI agents. The Threat Surface Monitor scans paste sites, breach forums, and open web sources for credential leaks and exposed assets tied to a target organization, using Bright Data's Web Unlocker to bypass bot protection and SERP API to surface signals across the web in real time. The Regulatory Change Tracker uses Bright Data's Scraping Browser to render and parse JavaScript-heavy regulator portals — including DORA, NIS2, GDPR, and SEC pages — detecting compliance updates and delivering structured alerts with deadlines and recommended actions. The Vendor Risk Radar monitors a portfolio of suppliers continuously, combining SERP API searches and Web Unlocker fetches to detect early signals of financial distress, leadership exits, security breaches, and litigation before they surface in internal systems. All five Bright Data tools are used in production: Web Unlocker for anti-bot bypass, Scraping Browser for JS-rendered pages, SERP API for real-time web search, Web Scraper API for structured dataset extraction, and MCP Server for agent-driven ad-hoc intelligence queries. Every detection produces a structured risk object — severity, confidence score, affected entity, indicators found, and a specific recommended action — delivered instantly to Slack and formatted as SIEM-compatible JSON. Sentinel gives enterprise security and compliance teams always-on, structured web intelligence that was previously impossible to access at scale.
31 May 2026
