Ep.17 – How AI is Changing OSINT, Dark Web Investigations, and Fraud Detection with Zara Perumal
What if AI could predict and prevent cyber fraud before it happens? In this episode of Hackers to Founders, Zara Perumal, CTO and co-founder of Overwatch Data, highlights her journey from early coding experiments to building an AI-driven cybersecurity platform. Hear how Overwatch uncovers threats on the dark web, automates OSINT processing, and helps businesses stay ahead of emerging fraud schemes.
Key Highlights in This Episode:
- Zara's early passion for coding, developing iOS apps, and studying at MIT.
- From Google's Threat Analysis Group to co-founding Overwatch Data.
- Using AI and automation to sift through OSINT and dark web intel.
- Turning customer feedback into real-time fraud detection solutions.
- Insights on navigating the startup world, from market fit to funding rounds.
People Mentioned:
- Zara Perumal – CTO and Co-founder, Overwatch Data
- Arjun Bisen – CEO and Co-founder, Overwatch Data
- Ron Rivest – MIT professor and cryptography pioneer
- Michael (YC Advisor) – Early guide during Overwatch's development
Technologies & Tools:
- GPT (ChatGPT) – AI scripting and analysis tasks
- JADX – Reverse-engineering Android applications
- Corellium – Mobile security research platform
- Telegram – Key source for cybercriminal communication
Cybersecurity & Hacking:
- OSINT – Open-source intelligence for threat detection
- Dark Web Investigations – Tracking illicit marketplaces and forums
- SIM Swapping & Credential Stuffing – Key fraud tactics Overwatch counters