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Anthoinette Ilolo

@anthoinetteilolo

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AI security engineer at Detoff Cares Inc. who built 10+ security automation workflows and AI-agent governance controls.

United States

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At Detoff Cares Inc., I designed governance controls and threat-modeling practices for AI-integrated security workflows, evaluating prompt injection, data leakage, model misuse, and unsafe access patterns.

I built 10+ Python and PowerShell workflows for alert enrichment, SOAR integration, vulnerability triage, and compliance evidence collection. These workflows eliminated 15+ hours of manual work per week.

I also engineered detection capabilities across Microsoft Sentinel, Splunk, AWS GuardDuty, and Security Hub, and authored and tuned 50+ correlation rules mapped to MITRE ATT&CK.

At Illinois Tech Research Lab, I conducted cloud and application threat modeling and automated security scans. I'm pursuing an M.S. in Artificial Intelligence, with a focus on applying AI concepts to cloud and cybersecurity use cases.

Experience

Work history, roles, and key accomplishments

Cloud and AI Security Engineer

Detoff Cares Inc.

May 2025 - Sep 2026 (1 year 4 months)

Designed AI-agent governance controls and threat-modeling practices for AI-integrated security workflows. Built 10+ Python and PowerShell workflows for alert enrichment, SOAR integration, vulnerability triage, and compliance evidence collection, eliminating 15+ hours of manual work per week and improving operational efficiency by 32%.

Python PowerShell SOAR Microsoft Sentinel Splunk AWS Security Hub MITRE ATT&CK OWASP LLM NIST AI RMF MITRE ATLAS Mappings IAM PAM RBAC MFA Microsoft Entra ID Conditional Access

Security Engineer Intern

Illinois Tech Research Lab

Jan 2024 - May 2025 (1 year 4 months)

Conducted cloud and application threat modeling (STRIDE) for AWS-hosted applications, APIs, and Kubernetes clusters. Automated application and infrastructure scans with Python, Nmap, and Burp Suite, improving coverage and reducing scan time by 30%.

Threat Modeling STRIDE Model AWS Kubernetes Python Nmap Burp suite Terraform Vault Packer NIST SP 800 171A Zeek Wazuh SIEM

Cybersecurity Assistant

Illinois Institute of Technology

Jan 2023 - Jan 2024 (1 year)

Designed hands-on AWS monitoring and detection labs covering log analysis, false-positive reduction, and custom use-case development. Delivered cloud threat-detection and incident-response instruction to 200+ students.

AWS Log Analysis Detection Engineering Incident Response Teaching

Risk Analyst - Cloud and Technology Risk

Deloitte

Feb 2019 - Nov 2022 (3 years 9 months)

Led 250+ cloud and technology risk assessments for enterprise clients, converting control gaps into remediation roadmaps that reduced average client risk scores by 40%. Maintained centralized SIEM dashboards, analyzed 20,000+ log events daily, and triaged 500+ monthly alerts.

Risk Assessment SIEM NIST CSF ISO 27001 PCI DSS HIPAA SOX MITRE ATT&CK Threat Intelligence

Cybersecurity Associate - Cloud and SOC Operations

Owel-Linkso Group

Feb 2017 - Feb 2019 (2 years)

Supported 24/7 monitoring for cloud-connected and on-premises environments, triaging 3,000+ daily events and investigating 100+ confirmed incidents annually. Created incident-response playbooks and runbooks for 15+ incident categories, reducing average resolution time by 20%.

SOC Operations Log Analysis Intrusion Detection Incident Response Endpoint Protection Firewalls IDS IPS Network Segmentation