Portfolio · Résumé
Kris Pueblos, RN, BSN
Clinical Manager (Hospice) | Clinical AI Builder · Houston, TX
Résumé
Kris Pueblos — Clinical Manager (Hospice) | Clinical AI Builder
Houston, TX · Open to Technical AI Product Manager / Product Owner roles in healthcare — agentic systems and clinical decision support
Professional summary
Clinical AI Builder specializing in clinical decision support and agentic systems — and hospice Clinical Manager (RN, BSN, 13+ years). Clinician AI Assist is shipped production software built on one rule: on a clinical record, AI never acts alone. It is human-gated clinical decision support: clinicians submit cases, independent validators and a final QA disposition stand between any analysis and its reader, and the clinician decides. Around the clinical system, two autonomous agents run the data-and-structure layer — public-data refresh, policy and registry watching, demo-environment resets, and guideline-update alerts a clinician must review and decide on — fenced off from clinical analysis by design. Deep domain foundation in CMS/Medicare compliance, hospice certification and recertification, ADR readiness, and documentation audit. I define the problem, users, scope and safety boundaries; write specifications and acceptance criteria; and direct AI coding tools to build them. An independent project, not an employer product; all patient cases are synthetic.
Core competencies
Experience
Clinical Manager, Hospice — Amedisys
May 2026 – Present · Stafford, TX · National hospice provider
Clinical leadership seat for a hospice care center of a multi-billion-dollar national provider: census of about 40 patients; interdisciplinary team of 4 RNs, 1 MSW, 1 chaplain and 3 CNAs.
- Own CMS/Medicare readiness across the census: hospice appropriateness, medical necessity, certification support, plan-of-care alignment, visit-frequency compliance, and HOPE completeness
- Identify documentation and operational gaps that put claim support, ADR readiness, or regulatory standing at risk — and drive team follow-through to closure
- Direct staffing, visit utilization, case escalation, and medication oversight; hold clinician accountability for documentation quality
- Support admissions and census performance tied to branch targets
- Coordinate physicians, nursing, aides, social work, chaplaincy, and facility partners for timely, compliant, patient-centered care
Clinical AI Builder (Independent) — Clinician AI Assist
April 2026 – Present · Houston, TX · Independent products, not employer products
- Autonomous operations layer — two scheduled agents fenced off from clinical data: an hourly operations agent on a fixed seven-task rotation (site-error sweep, CMS public-data refresh, registry and MAC policy watch, reference refresh, integrity checks, hourly demo-environment reset) and a daily guideline-watch agent that scans completed analyses against current CMS/MAC guidance and files per-account update alerts. Updates are never auto-applied and no agent performs clinical analysis — the autonomy boundary is enforced in the agents' scope, not by policy text
- Clinician AI Assist — hospice decision support following one patient record from referral to recertification: eight live tools on a shared profile, one main engine, validators and a QA disposition on every run, guardrails against prognosis/eligibility/orders enforced in code, privacy proven by scripted cross-account audit
- Patient Chart Rating & Census Risk — deterministic, code-computed risk models on every profile: each lane's most recent released output read against the agency's CMS public standing (SSVI and Care Compare measures), with probable ADR likelihood and review-level exposure stated as analysis, never as a bare score
Founder & Agentic AI Product Manager — Care and Living Guide
April 2026 – Present · Houston, TX · Self-employed
- Care and Living Guide — an agentic AI data product designed and run end to end: an autonomous fleet of specialized agents researches, writes, independently verifies, and publishes a senior-care decision resource — a care-provider directory, Medicare coverage and cost guidance, and a medication library — for seniors and family caregivers. It is the autonomous pole of this product work: where Clinician AI Assist is human-gated by design, CLG's agents run the operation under specs and gates set by the founder
- Fleet design, specifications & gates — designed the fleet's division of labor and wrote every agent's specification and quality gates; nothing publishes without an independent crosscheck pass. Set the product direction — Medicare coverage, costs, and who pays lead — and make the growth calls from Search Console analytics. Prototype with Codex; do not write the production code
- Status, as dated — live and public: 51,024 published provider listings (November 8, 2026); 1,707 medication pages, with full Spanish parity; traffic, Google Search Console, 11 days through November 5, 2026: 587 clicks · 71,333 impressions · average position 35.8. Not monetized: no ads run on the site today — the current phase is audience growth through Medicare's enrollment season, and monetization is a deliberate later stage, treated as a proof milestone rather than a current claim
Director of Nursing, Hospice — Genus Patris Hospice
May 2025 – May 2026 · Houston, TX
Directed clinical operations for a hospice program serving up to 75 patients; team of 16 (5 RNs, 2 LVNs, 2 MSWs, 2 chaplains, 5 CNAs). Owned patient care, documentation standards, regulatory readiness, and census oversight.
- Reviewed appropriateness, terminal-decline indicators, eligibility support, plan-of-care alignment, visit execution, and symptom-management needs across the active census
- Ran certification, recertification, face-to-face, IDG, plan-of-care, and visit documentation workflows to CMS/Medicare standards
- Judged whether the record supported the care story, terminal prognosis, and level of care a Medicare reviewer would expect; made patient visits to verify status, documentation accuracy, and staff follow-through
- Strengthened referral-to-admission flow, EHR use, and facility communication; coordinated physicians, pharmacists, facilities, nurses, and marketing
Earlier experience
Earlier clinical roles include Holy Trinity, Axis, and Humana. An earlier career of about 15 years in online marketing and lead generation (including TILA) shaped a measurement-and-iteration approach to product — funnels, conversion, and evidence over opinion — now applied to how I build and judge product.
Credentials & practice
- Registered Nurse (RN), BSN — 13+ years of clinical practice; ~15 years of HIPAA practice
- Hospice clinical leadership at two scales: care-center Clinical Manager (national provider) and Director of Nursing (independent agency)
- Regulatory working knowledge: CMS Conditions of Participation, LCD/MAC guidance, HOPE, ADR/TPE review, FDA non-device clinical decision support principles
- EHR fluency: HCHB, Kinnser, Axxess
What to inspect
The system's demo patients carry fully processed records — referral audit, plan chart, trajectory, clinical audit — open to any signed-in reviewer here at clinicianaiassist.com. The strongest page in this portfolio is a login screen: read finished work instead of screenshots.