
Farhan
Habilidades

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Portfólio
Experiência profissional
Company
Período integral • 2 yrs 11 mos
Security Engineering Intern
Dec 2023 - Dec 2024 • 1 yr
Designed and implemented anomaly detection algorithms for time-series data in enterprise SIEM systems, improving detection accuracy while reducing false positive rates Built Python-based preprocessing pipelines and feature engineering workflows to extract patterns from security event logs Integrated machine learning models into existing security analytics infrastructure for threat detection and monitoring Collaborated with cross-functional teams on architectural decisions, referencing MITRE ATT&CK principles
AI/ML Research Intern
Dec 2022 - Feb 2024 • 1 yr 2 mos
Contributed to AI/ML-driven speech processing research covering audio classification, speaker recognition, and voice sample analysis Implemented end-to-end ML pipelines (preprocessing, feature extraction, training, evaluation) using Python, NumPy, and Scikit-learn Developed automation scripts for batch dataset preparation, reducing manual processing time Used Audacity for detailed audio analysis to ensure high-quality training data
Industrial Trainee
Apr 2022 - Jan 2023 • 9 mos
Completed intensive training in Python, Java, AWS cloud services (EC2, S3, serverless functions), and foundational Data Science Designed and developed a full-stack educational website, improving training delivery efficiency Implemented database management solutions and RESTful APIs for scalable web applications on AWS