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Hello, I'm JANEFRANCES

I am a cybersecurity and machine learning enthusiast with hands-on experience in Security Operations Center (SOC) workflows, incident response, and intelligent intrusion detection systems. My work focuses on building practical security solutions through home lab simulations, data-driven detection, and deep learning–based anomaly analysis. I am particularly interested in combining network telemetry, SIEM analytics, and machine learning to detect and respond to advanced cyber threats.

Objective

To apply my skills in SOC operations, detection engineering, DFIR, and machine learning to develop effective and scalable security monitoring solutions. I aim to contribute to blue-team security operations, threat detection research, and adversarially robust intrusion detection systems while continuously expanding my practical and analytical expertise.

Skills

Skill Associated Project
Machine Learning for Security Intelligent-intrusion-detection-feature-fusion
SOC Home Lab (Hands-on) Digital Forensics and Incident Response
Hands-on Splunk SIEM lab Hands-on-Splunk-SIEM-lab-covering-Windows-11-Pro-setup-log-forwarding-security-monitoring-attack
Incident Response Digital Forensics and Incident Response
SOC-style investigation and documentation Applied-Cybersecurity-Incident-Response-Web-Attacks-and-Secure-System-Design
Threat Modelling and Risk Assessment Secure-Biometric-System-Design-Requirements-Threat-Analysis-and-Network-Architecture
Splunk Lab Lab
Network Traffic Monitoring and Attack Detection Lab
SIEM Implementation and Log Analysis Lab
Email Analysis Lab
Senario Lab
Malware Analysis Lab
Incident Response Planning and Execution SOC Automation Lab
Case Management with TheHive SOC Automation Lab
Scripting and Automation for Threat Mitigation SOC Automation Lab

Tools

Network

Endpoint

SIEM

Certifications

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