Production results · Real metrics
Proof in production
Every project below is real — real clients, real architecture decisions, and hard numbers. We include model choices, deployment details, and lessons learned because vague case studies help nobody.
AI & ML outcomes
Agents, RAG, LLMs, vision, and real-time ML — deployed in production with measurable ROI.
AI-Powered EHR Onboarding
Automated patient EHR onboarding with document extraction, entity normalization, and FHIR-compliant data mapping. Reduced onboarding from 45 min to 8 min.
Multi-Agent CRM Pipeline
LangGraph multi-agent system for B2B CRM — automated lead scoring, personalized outreach, and pipeline management. Lead response: 4.2hr → 3min.
LLM Contract Analysis
Fine-tuned Llama 3 70B for contract analysis — clause extraction, risk classification, and standard comparison. Review time: 6hr → 45min.
RAG Compliance Review System
Hybrid RAG system for a mid-size financial services firm — citation-grounded gap detection across SEC, FINRA, SOX, and internal policies.
Real-Time Fraud Detection
GNN + transformer + GBT ensemble for digital banking — synthetic identity and account takeover detection in 47ms at 2M+ daily transactions.
AI Insurance Claims Processing
Multi-modal claims pipeline for a mid-size regional P&C insurer — vision transformers, NLP classification, and fraud scoring. Processing: 11 days → 3.5 days.
AI-Powered Patient Portal
Conversational AI patient portal — NLU symptom triage, smart scheduling, and lab result interpretation.
Product delivery
AI-powered apps and platforms — shipped to the App Store, enterprise MDM, and regulated environments.
AI Fleet Optimization
GPS fleet intelligence with AI route optimization and real-time dispatch for 500+ vehicles.
AI Telehealth Platform
Telehealth with AI symptom triage, video visits, and e-prescribing — HIPAA-compliant across channels.
AI Insurance Claims Capture
AI photo damage assessment and guided capture for straight-through claims processing.
Stanford Wearable Health AI
Research health dashboard — wearable sync, vitals aggregation, and encrypted health intelligence for Stanford MyPHD.
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