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ksolano220/README.md

Katherine Solano

Founder & consumer-growth operator · MBA, Pepperdine

I build consumer products and the partner and revenue systems underneath them, and I build with AI. Founder of ZONA. Based in Miami.

🌐 unknownbehavior.com · 💼 LinkedIn

Currently

  • Founder of ZONA, a real-time nightlife platform that turns user behavior and demand into where tonight is. I lead product, design, and engineering across iOS and Android, plus the venue portal, ads marketplace, promoter portal, ticketing, and lifecycle engine. 150K+ downloads, 25+ venue partners, live since June 2024.
  • Building with AI across the stack: a lifecycle decision engine with A/B-tested creative, plus standalone systems like Sentra (runtime control for AI agents) and Cortex (dual-model review).

Selected work

Product & growth

  • ZONA — consumer nightlife marketplace plus B2B partner platform (portal, ads, promoter, ticketing). Product, brand, monetization, and partner delivery end to end. More at unknownbehavior.com.

Applied AI & systems

  • sentra — runtime execution control for autonomous AI agents: scores risk, enforces allow/block/shutdown. Model-agnostic.
  • cortex — dual-model governance: a worker writes, an overseer stress-tests, agents respawn with memory after repeated failures.
  • autonomous-claims-workflow — multi-agent workflow on IBM watsonx.ai + Granite, governed end to end by Sentra (IBM SkillsBuild AI Lab, 2026).
  • symptom-triage-coach-v2 — multi-modal LLM build: image + text in, schema-validated output, with an eval harness.

Earlier data & analysis

SQL and Python over public datasets: medicare-billing-analysis, ed-wait-time-dashboard, healthcare-access-risk-analysis, clinical-trial-trends.

Skills

  • Product & growth: product strategy, partner platforms, marketplace systems, lifecycle/CRM, monetization & pricing, A/B testing
  • Applied AI: multi-agent systems, LoRA/QLoRA fine-tuning, Hugging Face, PyTorch, Claude, IBM watsonx.ai
  • Engineering: Node.js, Express, MongoDB, Firebase, FastAPI, React Native, REST APIs
  • Data: SQL, Python (pandas, NumPy), experimentation, dashboards
  • Languages: English / Spanish

Pinned Loading

  1. care-gap-engine care-gap-engine Public

    Population health outreach prioritization. Ranks open care gaps by (clinical urgency × response likelihood × equity priority), then drafts personalized outreach with Claude.

    Python

  2. symptom-triage-coach symptom-triage-coach Public

    LoRA fine-tune of Qwen2.5-1.5B that converts plain-language symptoms into structured pre-visit prep JSON. Schema-validated outputs, synthetic training data.

    Python

  3. sentra sentra Public

    Runtime execution control for AI agents. Policy enforcement, risk tracking, and three-strike shutdown, with a Python SDK for drop-in integration.

    Python 1

  4. autonomous-claims-workflow autonomous-claims-workflow Public

    Multi-agent AI system for public service claims that intentionally demonstrates unsafe approval actions triggered without verification, highlighting the need for runtime control (Sentra).

    Python

  5. medicare-billing-analysis medicare-billing-analysis Public

    SQL analysis of CMS Medicare inpatient billing data: identifying cost outliers, markup patterns, and geographic disparities across 3,000+ US hospitals

    Python

  6. healthcare-access-risk-analysis healthcare-access-risk-analysis Public

    Models healthcare access as a constrained decision system by combining insurance, infrastructure, and population data. Identifies high-risk regions and examines how resource limitations shape patie…

    Python