Cyber Exploiter
CurrentSpearheaded the development of an enterprise RAG pipeline to augment defensive cyber analysis through enhanced PCAP analysis, enhanced malware analysis and advanced logs parsing and analysis.Developed novel ensemble methods for authorship fraud detection that includes classification, tone analysis and stylographyManaged multi-million-dollar contracts for AI/ML resources and led the effort for developing AI/ML policy for cyberDeveloped single-page-applications using React/Redux/Web Assembly to sort through gigabytes of data using a combination of shallow neural networks for semantic similarity, entity extraction and dimensionality reduction.Developed a custom index exploiting properties of parquet files to achieve sub-second response times for full-text search on gigabytes of data on limited resource devices. Successfully fine-tuned and scaled a machine translation model for enterprise deploymentCo-taught multiple multi-day courses on the Python programming language for analystsPerformed UN-style French to English interpretation for a multi-day conferenceSuccessfully managed a database for workflow management for dozens of analysts and managers