// Case Studies
A selection of US engagements. Each one was scoped to a measurable outcome and delivered by a senior team in 8 to 16 weeks.
We built a CNN-based triage model on chest X-rays, integrated with the hospital PACS via DICOM, deployed on Azure with HIPAA-aligned VPC and audit trails. Radiologists receive a prioritized worklist; high-acuity findings surface within 60 seconds of upload.
Built a Claude-based research copilot with multi-hop retrieval over proprietary research, filings and call transcripts. Custom eval harness measured faithfulness, citation accuracy and hallucination rate; deployed with SSO, audit logging and per-team access controls.
Hierarchical forecasting at SKU-store-day granularity, blended with replenishment optimization and weather signals. Deployed on Databricks with feature store and online inference; integrated to existing SAP IBP.
Custom CV pipeline on edge GPUs (Jetson) detecting sub-millimeter cracks on cast components. Integrated to the existing PLC and MES; flagged parts route to manual QA in real time.
Co-built an in-product GenAI assistant with tool-use over the SaaS app's APIs. Includes guardrails, prompt-injection defenses, and a robust eval gate before each release.
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