Carolina
Bosch — Clinical Data · Applied AI · Product

Founder & AI Systems Architect

Designing, building and governing applied AI systems for regulated, data-heavy work.

• Designed, built and operate a multi-agent AI system of 50+ agents on the Hermes Agent runtime with Paperclip as the orchestration layer: scheduled jobs, budget-governed delegation, and agent development squads (product, architecture, iOS, Android, QA and privacy roles) whose completed products are now in testing.
• Built the memory and retrieval layer (a Hindsight memory server on PostgreSQL with embeddings, one memory bank per agent) and run model operations across OpenAI, Anthropic, Gemini, Nous and Azure OpenAI plus self-hosted Qwen3.6 35B and Gemma 4 12B via Ollama and MLX: a fallback policy, bake-offs with explicit pass bars before a cheaper model takes a task, and a per-job token and cost ledger against a fixed monthly budget.
• Govern the system the way a regulator would expect: agent mandates, data-handling boundaries, human approval gates and decision rights; independent product, architecture, QA and privacy review before acceptance; evidence-based acceptance controls that separate execution from delivery and from business acceptance. Frameworks: NIST AI RMF, ISO/IEC 42001, ISO 27001, EU AI Act, HIPAA, GxP and 21 CFR Part 11.
• Designed and built InBetween, a prototype for structured between-visit patient check-ins that applies eCOA, ePRO and IRT methodology to chronic-condition care: HIPAA-aware data handling, synthetic data until the stack is hardened, deterministic physician summaries first, AI features gated behind evaluation. Currently in a limited clinician pilot.

Director, R&D Clinical Data Product Owner

• Held P&L responsibility, including revenue and cost accountability.
• Owned portfolio alignment, investment priorities and resource allocation across the R&D clinical-data portfolio.
• Led product management, ownership and delivery for clinical-data capabilities spanning ingestion, transformation and blinding.
• Defined product strategy and roadmaps, connecting business priorities with product direction.
• Led cross-workstream delivery, aligning business, engineering and analytics stakeholders across clinical-data products.
• Mentor and coach technical teams on an ongoing basis, including through the Sharpest Minds mentoring program.

Senior Manager, Advanced Analytics

• Owned portfolio alignment, investment priorities and resource allocation across enterprise analytics.
• Led the KPInsight COVID-19 data analytics team and the big-data strategy and platform modernization needed for pandemic-driven data growth.
• Led delivery of 4+ analytics products addressing different internal data-consumption needs.
• Led development of the senior-leadership charter that secured 2021 funding for the analytics portfolio.

Founder — Analytics & Software Engineering

• Founded and led a consultancy focused on digital marketing, web development and data-driven analytics.
• Delivered web and analytics solutions integrating predictive models and cloud computing.
• Spearheaded relationships with investors and accelerator programs.
• Shipped Shopify storefronts, corporate sites, email/crowdfunding campaigns, Selenium/JS test automation.

Program Manager & Solutions Engineer (Barcelona → San Diego)

The foundation for how I lead today: 14 years running complex, multi-continent hardware/software programs at global scale — the operating discipline I still bring to AI and product work.

• Held P&L responsibility, including revenue and cost accountability.
• Directed commercial-printing product-line qualification, connecting engineering readiness with customer acceptance and revenue-recognition criteria.
• Designed and executed QA plans from prototype construction through customer installations.
• Negotiated revenue-recognition acceptance criteria with customers and managed product upgrades.
• Coached and mentored engineers and new program managers across the Barcelona and San Diego sites.
• Project-managed development of the HP Latex large-format printer in conformance with the company PMO.