Imani Palmer
Data Science Manager @Information Trust Institute
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WORK HISTORY
Data Science Manager @Information Trust Institute
During this tenure, I architect and deploy modular, containerized ML infrastructures that integrate cyber-physical telemetry across Department of Energy (DOE) research testbeds, unifying real-time ICS/SCADA data processing and collaboration across DOE- and DHS-funded programs. I deliver real-time anomaly detection for industrial control systems by leveraging live grid telemetry and hybrid machine learning algorithms, and I design scalable, containerized solutions that support GPU-accelerated model training, standardized data schemas, and reproducible MLOps workflows. In addition to this, I led a multi-institution research sponsored by the DOE to architect a unified analytical framework for anomaly detection in distributed energy systems, and I orchestrated a high-performing team of eight data scientists and engineers to deliver enterprise-scale AI/ML initiatives, improving productivity by 20% and meeting all delivery milestones. I engineered advanced NLP and deep learning architectures (BERT, LSTM) that improved entity resolution precision by 20%, consolidated UEBA, DLP, and system log datasets into unified analytics pipelines to reduce critical security incidents by 15% while reinforcing NIST and ISO compliance, and pioneered secure MLOps methodologies that shortened deployment cycles by 30% and increased operational reliability. Moreover, I accelerated model development cycles by 60%, enabled real-time grid telemetry analysis that positioned the team as a national leader in large-scale, reproducible cyber-physical ML research, elevated anomaly detection accuracy by 25% across three regional grid simulators, and expanded model training coverage by 40% through generation of 10 TB of high-fidelity labeled data, establishing a reusable benchmark platform adopted by multiple research teams.
EDUCATION
University of Pittsburgh
Bachelor of Science
University of Illinois Urbana-Champaign
Doctor of Philosophy (Ph.D.)
SKILLS
ABOUT IMANI PALMER
I am a dynamic Data Scientist and ML Architect with a proven track record in designing…
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