Projects on Kambiz Tavabi

Out-of-County Violator Processing Analytics

Mon, 01 Sep 2025 00:00:00 +0000

Six-year operational intelligence study on inter-county violator flows, data quality, and cooperation across Washington counties.

Washington APCD Healthcare Claims & DOC Release Cohorts

Tue, 01 Jul 2025 00:00:00 +0000

Multi-year analysis linking statewide claims-style data to DOC release cohorts under strict access controls.

IMRS: Production Multi-Label NLP for Incident Narratives

Sun, 01 Sep 2024 00:00:00 +0000

End-to-end NLP system replacing manual labeling of correctional incident free text with automated multi-label prediction across facilities.

Program Experiment Design & Causal-Style Evaluation

Fri, 01 Sep 2023 00:00:00 +0000

A/B and quasi-experimental frameworks applied to large administrative datasets for defensible program decisions.

BIOS Enterprise BI, ETL & Reporting Automation

Tue, 01 Aug 2023 00:00:00 +0000

Program-scale delivery of dashboards, recurring reports, and data pipelines for executive, legislative, and operational stakeholders.

Temporal Projection & Noise Suppression for MEG

Fri, 01 Jun 2018 00:00:00 +0000

Combined temporal projection noise suppression approaches to improve MEG signal quality for downstream modeling.

MNE-BIDS: Neuroimaging Data Standardization

Mon, 01 Jan 2018 00:00:00 +0000

Python tooling to organize electrophysiological data in BIDS format and streamline analysis – reducing setup friction for labs worldwide.

Automaticity in the Reading Circuitry

Mon, 01 Jun 2015 00:00:00 +0000

Python ML pipelines for speech-related neural responses in school-aged children; neural networks, PCA, and dense-array time-series modeling.

Predictive Modeling from High-Dimensional MEG

Thu, 01 Jan 2015 00:00:00 +0000

Python pipelines from 306-channel MEG time series to predictive models of language and reading outcomes across pediatric cohorts.

Early Language Processing & Future Language Skills

Wed, 01 Jan 2014 00:00:00 +0000

ML and feature engineering linking infant neurophysiology to later language measures.

Long-Horizon Pediatric Cohort Data Engineering

Sat, 01 Jan 2011 00:00:00 +0000

12-year pediatric program infrastructure: scalable Python and MATLAB pipelines, signal space separation, artifact rejection, multi-table integration.

Language Impairment Classifier Validation (MEG / Autism)

Fri, 01 Jan 2010 00:00:00 +0000

Regulatory-style validation of a speech-discrimination biomarker for language impairment in autism using blinded ROC and mixed models.

Large-Scale Auditory Oddball & Cortical Dynamics

Thu, 01 Jan 2009 00:00:00 +0000

Four-condition auditory oddball design across two cohorts (N = 96+) to resolve contradictory literature via larger samples (5-8x prior work).

Spoken Word Recognition & Lexical Processing

Fri, 01 Jun 2007 00:00:00 +0000

Spoken word recognition, lexical/semantic processing with Prof. Friedemann Pulvermuller; plasticity paradigms.

Phonological Processing in Human Auditory Cortex

Thu, 01 Jan 2004 00:00:00 +0000

Dissertation research on phonological processing using MEG; speech feature encoding (P50m/N100m); thesis advising.

Cortical Magnification & Deafness

Tue, 01 Jan 2002 00:00:00 +0000

Peripheral visual space representation in congenital deafness; cortical magnification paradigms; diffusion tensor imaging of geniculocortical pathway.

Feline Developmental Morphometry

Thu, 01 Jan 1998 00:00:00 +0000

Histology-driven volumetric morphometry of neocortex, white matter, and substantia nigra across development.