QUIN | Query-driven Unified Intelligence Network Role: Founder, Product Architect, UX/UI Designer & Full-Stack Engineer Developed by: knXw Labs Website: https://www.twine.net/signin The Challenge Cybersecurity investigations require analysts to navigate fragmented search engines, intelligence databases, infrastructure records, and specialized research tools. Manually constructing queries, correlating evidence, and validating relationships consumes valuable time and increases the risk of incomplete or misleading findings. The challenge was to unify these capabilities into an intelligent, evidence-driven investigation platform. The Solution I conceived, architected, designed, and developed QUIN, an AI-assisted OSINT and cybersecurity intelligence platform that transforms natural-language investigations into structured research workflows. QUIN combines multi-engine query translation, live intelligence collection, evidence-backed relationship analysis, and specialized investigation tools within a unified interface. Key Capabilities Natural-Language Investigation: Convert research objectives into structured queries and executable investigation plans. Multi-Engine Query Translation: Generate specialized search syntax for Google, Bing, Shodan, Censys, GitHub, and other research platforms. Live OSINT Collection: Retrieve infrastructure evidence through DNS-over-HTTPS, certificate transparency, RDAP, and Internet Archive CDX. Nexus Graph: Visualize relationships between digital assets using evidence-backed observations. Infrastructure Intelligence: Investigate domains, certificates, hosting relationships, and exposed digital assets. 12 Specialized Modules: Access query planning, validation, live collectors, attack-surface research, and OSINT launchers. Security Playbooks: Support Red Team, Blue Team, and Purple Team investigation methodologies. Evidence Integrity: Separate verified source observations from heuristic suggestions and external research launchers. Technical Architecture & Engineering I led product strategy, UX/UI design, technical architecture, full-stack engineering, AI integration, and quality assurance.
- AI Developer
- Product Designer
- Project Manager
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