Case Studies
Production AI & Mobile Results
Every project below is real. Real clients, real metrics, real technical challenges. We include architecture decisions, model choices, deployment details, and hard lessons learned — because vague case studies help nobody.
AI Engineering
AI & ML Case Studies
AI Patient Intake — Synapse Orthopedic
Automated AI voice agent calls patients before appointments, conducts a structured clinical interview, and delivers a formatted report to the clinic. Zero staff involvement required.
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 deployed on-premise for enterprise legal contract review — clause extraction, risk flagging, and obligation tracking. 87.5% faster review cycles.
RAG-Powered Compliance Review
RAG pipeline for regulatory compliance gap detection across 10,000+ policy documents. 94% gap detection accuracy, 86% less review time for a Fortune 500 firm.
Real-Time Fraud Detection
GNN + transformer + gradient boosting ensemble for a digital bank — 47ms end-to-end latency, 68% fraud reduction, operating at 50K transactions per second.
AI-Powered Patient Portal
React Native patient portal with conversational NLU triage — boosted digital adoption from 12% to 68%, reduced call volume 41%, and eliminated manual scheduling backlogs.
Mobile Engineering
Mobile App Case Studies
React Native Fleet Management
React Native fleet app with AI route optimization for 500+ vehicles. Offline-first, real-time tracking, TMS integrations. 78% fewer missed deliveries.
Cross-Platform Telehealth
Kotlin Multiplatform telehealth app — video calls, AI symptom triage, e-prescribing. HIPAA-compliant across iOS, Android, and web.
Mobile Insurance Claims
Mobile-first claims app — AI photo damage assessment, guided capture, and straight-through processing. Claims filed in 12 minutes vs. 3 days.
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