Security Engineer with 10+ years of experience in threat detection, digital forensics, and cloud security. Passionate about applying AI/ML to advance detection engineering, automate investigations, and outpace evolving threats. Currently pursuing an MS in AI, with a focus on log-based threat detection, anomaly modeling, and insider threat research. Proven leader in driving high-impact, cross-functional security initiatives at scale.
Overview
10
10
years of professional experience
1
1
Certification
Work History
Principal Security Engineer
Oracle Cloud Infrastructure
10.2018 - Current
Serve as a key member of the Oracle Threat Intelligence Center (OTIC), conducting proactive threat hunts to safeguard critical cloud services and infrastructure.
Design and lead development of ML-based anomaly detection systems for user behavior analytics, reducing false positives and enhancing detection precision.
Drive data science initiatives by engineering Python-based investigative notebooks and data pipelines, enabling faster and more contextual threat triage for SOC and IR teams.
Collaborate with Oracle's Machine Learning and Cloud Guard teams to research, validate, and productionize behavioral detection models at scale.
Build modular Jupyter notebooks for investigative workflows used across SOC, FAA, and IR, incorporating visual analytics, feature engineering, and outlier detection.
Partner with service teams to identify vulnerabilities and develop detection strategies using both rule-based and AI-enhanced techniques.
Maintain and evolve the detection hosting platform, integrating data science tooling to support advanced triage and ML model inference.
Apply supervised, unsupervised, statistical, time series models and enrichment pipelines to support predictive security analysis.
Lead end-to-end technical projects involving detection engineering, threat hunting, and data-driven incident response, improving security visibility across OCI.
Utilize a broad stack of tools including Crowd Strike, Splunk, OSquery, XSOAR, ThreatConnect, and eBPF frameworks (Falco, Tracee, Tetragon).
Associate Engineer
Etisalat UAE (Reach Employment Services)
12.2014 - 05.2017
Led incident response efforts for network-based security events, including DDoS attacks, VPN breaches, and router-level anomalies, ensuring rapid containment and remediation.
Managed a fleet of ~15,000 routers; configured and secured 250+ routers to align with evolving threat landscapes and compliance requirements.
Conducted root cause analysis and forensics for security incidents involving customer premises equipment (CPE), leveraging logs, traffic captures, and vulnerability assessments.
Designed and implemented encrypted VPN solutions (GETVPN, DMVPN, IPSEC, GRE) to maintain secure communication across global networks.
Supported and maintained CERTES and ARBOR security appliances to ensure robust encryption and real-time DDoS mitigation.
Performed proactive vulnerability assessments and security hardening of critical network devices.
Monitored SLAs for customers and vendors, initiating escalations and corrective actions in line with operational and security standards.
Collaborated with cross-functional teams to drive continuous improvement in network resilience, threat response, and security posture.
Education
Master of Science - Artificial Intelligence
University of Limerick
Limerick
09-2026
Master of Science - Digital Investigation And Forensic Computing
University College Dublin
Dublin
12-2018
Skills
Data Science
Threat Hunting
Cloud Security
Detection Engineering
Leadership
Forensics and Investigations
Certification
GCPN
OSWP
Certificate of AI
Deep Learning
CEH
ECIH
CCNP
MCSE
Timeline
Principal Security Engineer
Oracle Cloud Infrastructure
10.2018 - Current
Associate Engineer
Etisalat UAE (Reach Employment Services)
12.2014 - 05.2017
Master of Science - Artificial Intelligence
University of Limerick
Master of Science - Digital Investigation And Forensic Computing