AI Systems & Research
Government Institution (via Apiux Tech)
Production RAG system over 1M+ legal documents enabling structured drafting of legal petitions and tutela responses with full audit trails and human-review controls. Combined supervised fine-tuning with RAG over institutional records.
University of Cincinnati — Research Collaboration
Multi-agent consensus architecture for hepatocellular carcinoma (HCC) clinical reasoning. Coordinates virtual specialist roles (hepatologist, oncologist, radiologist) with guideline-grounded retrieval. Led to ASCO 2026 abstract acceptance.
FLAR — Fondo Latinoamericano de Reservas
Production document intelligence platform over 30K+ sensitive legal and institutional documents. Hybrid retrieval with cross-encoder reranking, automated SharePoint ingestion, full audit trails, and enterprise authentication.
Apiux Tech — Internal Product
Ingests 200+ procurement opportunities per day from public sources. Generates structured qualification scores, business summaries, and ready-to-use proposal drafts in under 30 minutes — reducing commercial review latency from days to under an hour.
Apiux Tech
6+ specialized agent roles — product ownership, architecture, DevOps, QA, security, development — operating in a coordinated LangGraph graph. ~90% accuracy in human-reviewed code generation outputs during structured internal validation.
Universidad de los Andes — Undergraduate Thesis
Autonomous clinical interview agent for medical education. A LangGraph-based agentic loop simulating structured anamnesis interactions with medical students, evaluated on a 10-criterion rubric (clinical, conversational, safety dimensions) targeting inter-rater reliability of Cohen's κ ≥ 0.60.
Production platforms, institutional websites, and digital products delivered for real organizations.
Institutional Platform
Production institutional platform for a social-impact NGO working across humanitarian action, sustainable development, and peacebuilding. Built content workflows for institutional presence, news, projects, and public communication.
Role: End-to-end design, development, deployment, and production support.
Digital Platform
Production website and full operational setup for a New Zealand credit guidance company. Includes public-facing web experience, lead capture flow, business email configuration, and Azure-based infrastructure.
Role: Web development, deployment, domain/email configuration, Azure setup, and production support.
Industrial Website
Frontend for a production website showcasing mining and construction equipment, authorized brands, product categories, certifications, and contact channels for commercial inquiries.
Role: Frontend development and production delivery.