Risk & Cybersecurity
Live demoCyber Narrative Radar
Full-stack early-warning system that turns public cyber discourse into explainable alerts, organization drilldowns, and narrative clusters for analyst workflows.
Role: Sole builder (end-to-end product)
Interactive demo
Embedded preview of the working product. Use full-screen mode for the complete walkthrough.
Context
Security and risk teams need early signals from public chatter about ransomware, phishing, zero-days, and supply-chain issues- but black-box AI summaries without evidence are hard to trust in analyst settings.
Method / approach
Built a local-first MVP that ingests public/synthetic cyber text (RSS, Reddit, seed data), normalizes records, maps content to organizations and narrative categories, detects unusual activity with deterministic scoring and clustering, and presents evidence-backed alerts in a React dashboard. The deployed web app is available for live walkthroughs of alerts, organization drilldowns, and narrative clusters.
Tools and technologies
- Python
- FastAPI
- SQLAlchemy
- PostgreSQL
- Docker
- React
- TypeScript
- TF-IDF / KMeans clustering
Key deliverables
- Live deployed analyst dashboard
- Relational schema and ETL pipeline
- Explainable alert scoring with evidence posts
- Organization and narrative explorer views
- Deployment documentation (Docker / Render / Railway path)
Results / findings
- Shipped a portfolio-grade, documented platform demonstrating OSINT-style cyber narrative intelligence with explainable methods rather than opaque LLM-only detection.
- Public demo deployed at cyber-narrative-radar-web.onrender.com for recruiter and hiring-manager walkthroughs.