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Threat Intelligence

Vardia - Cyber Threat Intelligence Platform

A cyber threat intelligence platform that pulls CVEs, zero-days, ransomware leaks, darkweb postings and security news into a single feed, then deduplicates, prioritises and matches them against the technology stack an organisation actually runs.

The problem it solves

A security team starts the day checking five different places: NVD for CVEs, ransomware.live for leaks, BleepingComputer for news, plus forums and Telegram channels to see whose data is being sold. Vardia merges those into one feed and answers the question that actually matters: “Does this affect me?”

URL Guard - AI-Assisted Malicious URL Detection

A self-training, locally hosted phishing and malicious URL detector that combines machine learning, rule-based analysis, threat intelligence and AI into a single decision engine.

The problem it solves

Most URL checkers either look only at a blocklist — blind to fresh attacks — or return a single black-box score with no stated reasoning. URL Guard does both, and adds the judgement of a SOC analyst on top: it reads every piece of evidence, resolves the contradictions between them, and produces a reasoned verdict with a confidence score.

SOC L1 Analyst - Intern

  • Triaged security alerts across the organisation in IBM QRadar and Trend Micro Vision One by applying documented L1 playbooks, escalating confirmed true positives to L2 within SLA

  • Analysed raw event logs and enriched IOCs against VirusTotal and open-source threat intelligence, classifying and escalating phishing, malware and intrusion attempts each month

  • Contributed to identifying and reporting security gaps within the organisation’s network infrastructure