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daeisbae/README.md

Daehyung Kwak (Dae)

Cloud security engineer in training, SOC analyst co-op, and Computing Science student at Simon Fraser University.

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About

I build cloud security labs that connect identity, detection engineering, and incident response. My work is mostly around Microsoft Sentinel, Microsoft Entra ID, AWS IAM, CloudTrail, GuardDuty, Terraform, and KQL.

Current focus:

  • Investigating identity and endpoint alerts in Microsoft Sentinel.
  • Building hybrid Active Directory and Entra ID security labs.
  • Testing AWS IAM privilege escalation paths and writing guardrails.
  • Turning cloud audit logs into detections, workbooks, and response workflows.

Skills

Area Tools and topics
Cloud security AWS IAM, Organizations, S3, EC2, Lambda, GuardDuty, CloudTrail, CloudWatch, Config, IAM Access Analyzer
Microsoft security Microsoft Sentinel, Defender, Entra ID, RBAC, Conditional Access, PIM, AD DS, GPO, Kerberos
Detection and response KQL, log correlation, alert triage, CloudTrail analysis, identity investigation
Infrastructure and automation Terraform, PowerShell, Bash, Python, GitHub Actions
Systems and network Windows, Linux, switch configuration, firewall rules, backup and recovery
Programming Python, Java, SQL, KQL, Bash, PowerShell, Terraform

Featured Projects

Hybrid identity security lab connecting Active Directory Domain Services with Microsoft Entra ID.

  • Validated OU-based user and group sync, password hash sync, domain-joined Windows management, GPO baselines, and least-privilege admin groups.
  • Integrated Entra audit logs, sign-in logs, AD administrative events, Azure Activity Logs, and Defender for Cloud findings into Microsoft Sentinel.
  • Wrote KQL detections and Logic App workflows for privilege changes, failed sign-in spikes, policy drift, and suspicious identity activity.

AWS IAM lab for testing privilege escalation paths and least-privilege controls.

  • Tested escalation paths across sts:AssumeRole, iam:CreateAccessKey, iam:AddUserToGroup, and iam:PassRole.
  • Built AWS Organizations SCP guardrails in a Sandbox OU to restrict sensitive IAM changes and admin role passing.
  • Collected audit evidence with CloudTrail, AWS Config, GuardDuty, and IAM Access Analyzer.

CloudTrail SIEM Detection Lab

AWS CloudTrail detection lab using the flaws.cloud dataset and Microsoft Sentinel.

  • Built a CloudTrail ingestion path with Log Analytics, S3, SQS, and IAM OIDC.
  • Analyzed 2.34M CloudTrail events across 9,310 source IPs and 172 AWS event sources.
  • Detected failed authentication, role assumption, access key creation, S3 activity, IAM privilege escalation, and network security changes.

Developer tool for turning source repositories into readable architecture and implementation notes.

  • Built with Python and repository parsing workflows.
  • Designed for faster codebase orientation during project handoffs, reviews, and security analysis.

Experience

Period Role
May 2026 - Dec 2026 Cybersecurity SOC Analyst Co-op, WorkSafeBC
Sept 2024 - Present Director of Events and CTF Member, SFU Cybersecurity Club
June 2022 - Feb 2024 IT Operations Technician, Republic of Korea Navy

Certifications

Certification Date
AWS Certified Solutions Architect - Associate Sept 2025
AWS Knowledge: Security Champion - Training Badge Jan 2026
AWS Cloud Quest: Security - Training Badge Jan 2026
Cisco Certified Network Professional Security (CCNP Security) July 2023
Cisco Certified Network Associate (CCNA) June 2022

GitHub Activity

GitHub profile summary
Stats Languages
GitHub stats Repository languages
Streak Git Animals
GitHub streak Git Animals farm

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  1. Hybrid-Active-Directory-and-Entra-Security-Lab Hybrid-Active-Directory-and-Entra-Security-Lab Public

    Hybrid Active Directory DS and Microsoft Entra security lab for identity sync, device trust, RBAC design, Sentinel logging, and KQL detection engineering

    HCL

  2. aws-iam-security aws-iam-security Public

    How to accidentally hack into AWS through IAM misconfigurations

  3. open-repo-wiki open-repo-wiki Public

    You don’t need to read the code to understand how to build!

    Python 300 31