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Jacob Santos

Jacob Santos

Threat Hunter, Researcher and Builder

Sr. Threat Researcher | Trend AI
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Security Data Lake Platform
Production Big Data · Threat Intel

Security Data Lake Platform

Databricks-Powered Threat Intelligence Search Dashboard

Web-based threat intelligence search platform built on Databricks that queries large-scale security telemetry in real time. Features a FastAPI REST backend, an interactive web dashboard, and MCP-connected analyst tools for searching IP addresses, file hashes, domains, URLs, email indicators, detections, and event prevalence across multiple security datasets.

Impact

Reduced IOC investigation from lengthy manual queries across disconnected datasets to near-instant lookup across a unified security data lake

Technology Stack

PythonDatabricksFastAPISQLMCP SDKREST API
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