Projects
Live demos
Click through the systems. Real mechanics, synthetic data.
These are guided tours of systems I built at Hybridge Implants. The production code and data stay private, so every tour rebuilds the experience with synthetic data. The flows, thresholds, failure stories and architecture are real. JobPilot is the exception: that one is the real app.
1 live app 9 guided tours
Guided tours. Nine systems, step by step.
- Doc Coach Every recorded patient consultation gets graded against a 7-part playbook by an LLM, turned into a color-coded coaching report, and emailed to the clinician, their coordinator, and leadership within minutes of the transcript landing. < 10 min · delivery SLO 7 criteria · 70 pts · scoring Take the tour
- CBCT Scan Validator An AI quality gate that inspects every incoming dental CBCT scan the moment it lands and returns a pass, review, or reject verdict, with the specific defect class and the exact action a technician should take, ideally before the patient leaves the chair. ~$50/mo · cost vs vendor 0.82 · best AUROC Take the tour
- Enterprise Search Ask the company a plain-language question and get a streamed answer grounded only in internal documents, every claim cited, with sources that open to the exact passage. 1.0 · eval recall@8 hybrid + RRF · retrieval Take the tour
- Reconciliation Takes a dental practice's three daily exports, the schedule, the production ledger, and the clinical notes, and proves that every patient who was seen got both documented and billed. 6 h → 5 min · manual work replaced ~30 / 41 · auto-verified Take the tour
- Treatment Estimator A treatment coordinator builds multi-option estimates live during the consult, clicking teeth on a chart and dragging treatments onto option cards while prices compute from that clinic's own versioned price book. DB property · price guarantee 100% · pricing coverage Take the tour
- NPC Coach Every new-patient phone call gets transcribed and graded against the practice's documented playbook, producing a coaching report that quotes the exact moment a coordinator missed a non-negotiable, next to their own 90-day average. 285 → 40 · first live day 1k to 5k calls/mo · volume Take the tour
- Cowork Dashboard A two-clinic operations dashboard built on weekly board exports instead of a live API, joining patients to leads through the CRM's native connect column. ~99% · patient-lead linkage 3 min · weekly workflow Take the tour
- Patient Assessment An in-house replacement for a third-party questionnaire vendor: a schema-driven patient assessment that produces a premium patient-facing PDF with a psychographic profile, routes copies to the right clinic's distribution list, and files itself into the patient's records folder. 3-in-1 · vendor replaced 0 re-keying · manual loop removed Take the tour
- Marketing Warehouse A BigQuery warehouse that pulls five ad and CRM platforms into one place every morning and joins ad spend all the way through to booked patients, with a self-documenting catalog that lets an LLM answer marketing questions in plain English, and weekly graded evals to prove it keeps doing so. 5 · sources unified 98.5% · funnel linkage Take the tour
