Izza User

I recently worked as a Cybersecurity Analyst through the MasterCard Forage Virtual Experience, where I analyzed phishing and social engineering attack vectors impacting enterprise workflows. I identified training gaps in security awareness processes and proposed a structured mitigation strategy reducing human-risk exposure.

I build AI systems that turn security signals into clear actions—like my Sentinel dashboard, which scans and analyzes 100+ website URLs and reduced manual security checking time by around 60% using LLM-based explanations. I also created an AI Resume Advisor using Random Forest regression, achieving 90–95% accuracy in candidate-job matching and improving evaluation consistency by 30%+ while reducing initial HR screening workload by 70–80%. Across projects, I focus on clean, modular backend design with Flask/REST APIs and use Agile execution to drive end-to-end delivery.