SM / DEFENSIVE CONSOLECLICK A SCREEN TO EXPLORE
CONNECTED / READYCLICK ACT OR LEARN TO OPEN
LIVE CYBERATTACK MAPSIMULATED TRAFFIC
LOWELEVATEDSEVERE
THE RESPONSE / SELECT A WORKFLOW

THE DEFENSIVE CONSOLE.

Evidence before confidence.

SM / PROJECT CONSOLEPORTFOLIO INDEX — ACT + LEARN
SECURITY WORKFLOW APPLICATION / V0.4.4

SURGE↗

Review telemetry, replay findings, and build evidence-linked reports.

Actual Surge desktop interface showing an investigation and replay evidenceRECORDED APPLICATION SCREENSHOTEXPLORE THE WORKFLOW ↗
01 TELEMETRY→02 FINDINGS→03 REPLAY→04 REPORT

APPLICATION / OWNED GAMEPLAY TELEMETRY

A CHANGING THREAT LANDSCAPE

THE INTENT IS HUMAN.
THE SCALE IS ARTIFICIAL.

AI can amplify malicious intent.
Defense starts with understanding the evidence.

EXPLORE MY WORK ↗
03 / ACROSS THE NETWORK

ONE CONNECTION.
GLOBAL REACH.

In 2025, the FBI received 22,364 AI-related complaints with more than $893 million in reported losses.

SOURCE: FBI IC3 / 2025 REPORT · P. 39 ↗

Defense needs people who question, investigate, and respond.

04 / THE DEFENSIVE WORKSTATION

FROM SERVER
TO DEFENDER.

SKIP INTRO ↘
THE PRINCIPLE / BEYOND THE INTERFACE

CONFIDENCE COMES
WITH CONTEXT.

01 / VISIBILITY

Make it inspectable.

Connect findings to their sources.

02 / BOUNDARIES

State what is known.

Make evidence and scope clear.

03 / JUDGMENT

Keep people involved.

Make review part of the workflow.

THE PERSON / BEHIND THE WORK

SEBASTIAN“seaboose”MARQUEZ.

Information Security master’s student building tools for clearer investigation and learning.

VIEW RESUME ↓ DOCX
SECURITY / EVIDENCE / HUMAN JUDGMENT

Curiosity into
working software.

Exploring security engineering, detection, governance, auditing, and secure AI workflows.

M.S. INFORMATION SECURITYCal Poly Pomona · Expected May 2028
COMPUTER INFORMATION SYSTEMSBachelor of Business · Cyber Security minor · 2023
EXPLORE MY COURSEWORK →
NEXT / START A CONVERSATION

LET’S BUILD WITH
INTENTION.

sebastianmarquez.official@gmail.com ↗