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@firdaoushebbal1
Proactive AI/ML Security Specialist with expertise in cybersecurity.
I am a proactive AI/ML Security Specialist with a strong foundation in artificial intelligence, machine learning, and cybersecurity. My experience includes developing and deploying advanced AI/ML models for security automation, log parsing, and anomaly detection. I have a proven track record in designing detection mechanisms and enhancing threat detection capabilities, which has significantly improved security operations through data-driven approaches.
Throughout my career, I have worked in Security Operations Center (SOC) environments, managing incidents and providing actionable insights through deep log analysis and real-time monitoring. I am fluent in multiple languages and hold a Master’s degree in Artificial Intelligence. My published research demonstrates my expertise in applying AI to complex problem-solving in cybersecurity and data analytics.
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Work history, roles, and key accomplishments
ITERGO
Sep 2023 - Present (2 years 2 months)
As a Security Analyst, I designed and implemented machine learning jobs to enhance threat detection capabilities. I managed security incidents, analyzed security logs using the ELK stack, and provided continuous monitoring in a 24/7 SOC environment. My role involved documenting incidents and generating security reports to inform stakeholders.
Trovent Security
Jan 2022 - Aug 2023 (1 year 7 months)
In my role as an AI/ML Security Engineer, I designed detection rules leveraging the MITRE ATT&CK framework and developed machine learning models for anomaly detection. I automated log parsing and enhanced data analysis capabilities, improving detection precision and response strategies.
Trovent Security
Oct 2020 - Jan 2022 (1 year 3 months)
As a Cybersecurity Analyst, I analyzed security events, developed detection rules, and monitored alerts to respond to potential security incidents. I delivered managed security services and prepared detailed incident reports with remediation recommendations.
ITERGO
Dec 2018 - Nov 2019 (11 months)
In my position as a Log Management & SIEM Associate, I assisted in technical and organizational tasks, conducted investigations, and documented findings related to log management and SIEM infrastructure. I developed technical concepts and ensured their successful implementation.
Degrees, certifications, and relevant coursework
Master of Science, Computer Science
2020 - 2022
Completed a Master of Science in Computer Science with a specialization in Artificial Intelligence. Engaged in various projects that involved developing systems for optimizing scheduling problems, simulating gameplay, and conducting exploratory data analysis using machine learning models.
Software and tools used professionally
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