- Client engagement Media & Public-Health Research
Real-time multi-platform social-media analytics for a women's-health initiative in West Africa
End-to-end AI pipeline turning multilingual, multi-platform social-media discourse into structured real-time insights — sentiment, content, thematic analysis at scale.
Generative AI Large Language Models Sentiment & Thematic Analysis OCR (Image Text Extraction) +3 moreRead the write-up → - Client engagement Healthcare — Population Health
Inpatient-admission risk stratification for older adults at a major US healthcare system
Statistical analysis and predictive modeling for inpatient-admission risk in adults 50+, with documentation and handoff to the in-house team for production deployment.
Predictive Modeling Statistical Analysis Population Health Analytics Cloud ML (Azure) +1 moreRead the write-up → - Client engagement Healthcare — Population Health, Health Equity, Value-Based Care
Impactability, health-equity, and avoidable-cost analysis at a major US healthcare system
Beyond risk prediction — analyses identifying intervention-amenable patients, subgroup outcome divergence, and avoidable utilization for value-based-care strategy.
Impactability Modeling Health-Equity Analysis Social Determinants of Health Avoidable-Utilization Analysis +2 moreRead the write-up → - Client engagement Healthcare — National Data Platform
Lead data scientist for a healthcare data platform
Fractional lead-data-scientist capacity supporting an in-house team — absorbing workload, documenting ML work, and contributing to active analyses.
Data Science Machine Learning Engineering ML Documentation Team Augmentation +2 moreRead the write-up → - Capability build AI/ML platforms · regulated environments
Autonomous ML lifecycle agent — a capability build
Agentic system taking a natural-language goal through the full ML lifecycle — research, plan, experiment, evaluate, iterate, deploy — across five modalities.
Agentic AI Autonomous ML Multi-Modality (ML, DL, CV, Time-Series, LLM) Verifiable Integrity Controls +3 moreRead the write-up → - Capability build Legal · Immigration · High-stakes regulated workflows
Multi-agent platform for high-stakes legal workflows — a capability build
Conversation-first immigration-petition platform — multi-agent architecture over versioned legal knowledge bases, with citation guarantees on every answer.
Agentic AI Multi-Agent Systems Retrieval-Augmented Generation Versioned Knowledge Bases +3 moreRead the write-up → - Capability build Government, Records & Archives, Healthcare records
End-to-end document-digitization platform — a capability build
An archival-grade capture-to-search platform we built and own, designed to be deployable on commodity hardware including air-gapped configurations. A reference implementation of how we approach document AI end to end.
AI-Powered Software Development Document OCR (printed + handwriting) Computer Vision Hybrid Search (Full-Text + Semantic) +2 moreRead the write-up → - Capability build Government contracting · Procurement · Internal tooling
RFx-aware contract operating system — a capability build
The internal platform we built to ingest RFx solicitations, extract requirements with an LLM, and emit each contract solution as a standalone deployable app.
AI-Powered Software Development Automated Requirements Extraction LLM-Powered Document Intelligence Workflow & Status Management +2 moreRead the write-up → - Capability build Consumer · Field service · Applied vision-language R&D
Agentic vision-language repair guidance — an R&D capability build
Internal R&D agent — photo of a broken item in, diagnosed and visually-guided repair out. Vision-language reasoning + web retrieval + on-demand 3D part visualization.
Agentic AI Vision-Language Models Web Retrieval-Augmented Generation Depth & Segmentation +1 moreRead the write-up → - Capability build Retail · SMB commerce · Emerging-market operations
Multi-tenant inventory platform with document-based ingestion — a capability build
A multi-tenant platform for market owners that ingests inventory documents (invoices, packing lists, receipts) via OCR and AI parsing, then tracks stock movement — mobile-first for emerging-market SMB users.
Document OCR AI Document Parsing Multi-Tenant Architecture Mobile-First Web UX +1 moreRead the write-up → - Capability build Health insurance · Member acquisition
AI dental-insurance broker chatbot — a capability build
Long-form conversational AI for dental-insurance shoppers — frontier LLM with function-calling to filter, retrieve, and explain ACA marketplace dental plans.
Generative AI Conversational Interfaces LLM Function-Calling Structured Data Retrieval +1 moreRead the write-up → - Capability build Health insurance · Member experience
Dental-benefits & EoB explainer chatbot — a capability build
Long-form conversational AI that simplifies dental-plan benefits and EoB documents — members upload a PDF and chat about what it actually means.
Generative AI Conversational Interfaces Document-Grounded Q&A (PDF) Plan-Benefits & EoB Explanation +1 moreRead the write-up →
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